All Publications

SL Title Publisher Details Authors Year Type Dept Faculty
1 FPGA Acceleration of Quantum Circuit Primitives: Fixed-Point Microcoded Design and CPU Comparison 5th Int'l Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), 29-31 January 2026 Shahriar Rizvi, Md. Nazrul Islam Mondal 2026 Book CSE Dr. Md. Nazrul Islam Mondal
2 Potato Leaf Disease Classification Using Lightweight CNN-SVM and Real-World Web-Based Tools 4th International Conference on Electrical, Computer and Communication Engineering (ECCE 2025) Hasibul Islam Peyal, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
3 Unveiling Purchase Patterns: A Comparative Analysis of Apriori, FP-Growth, and Eclat Algorithms in Market Basket Analysis 4th International Conference on Electrical, Computer and Communication Engineering (ECCE 2025) Sohel Rana, Md. Nazrul Islam Mondal, Md. Rabiul Islam. 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
4 Bangla License Plate Recognition Using CNN Based Approach: Addressing Regional and Environmental Challenges SN Computer Science, 2025. Springer Nature (Submitted) Md. Julker Nayeem, Md. Nazrul Islam Mondal 2025 Journal CSE Dr. Md. Nazrul Islam Mondal
5 Securing Windows-Based IoT in Smart Cities: Hybrid Autoencoder-Based Deep Learning Models for Cyberattack Detection and Classification International Conference on Information Technology and Artificial Intelligence (ITAI 2025) Iffath Tanjim Moon, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
6 A Hybrid Deep Learning Architecture Using Dense Neural Network and Gated Recurrent Unit for Cloud Intrusion Detection 4th International Conference on Electrical, Computer and Communication Engineering (ECCE 2025) Iffath Tanjim Moon, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
7 Deep Learning-driven Cloud Intrusion Detection: Internet of Things and Cloud Networks IEEE International Conference on Advances in Computer Science, Electrical, Electronics, and Communication Technologies (CE2CT 2025) Iffath Tanjim Moon, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
8 Hardware Acceleration of Scalable Artificial Neural Network Inference on FPGA 4th International Conference on Electrical, Computer and Communication Engineering (ECCE 2025) Nahin Ul Sadad, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
9 FPGA-based Hardware Acceleration of Scalable Convolutional Layers for Deep Learning Inference 4th International Conference on Electrical, Computer and Communication Engineering (ECCE 2025) Nahin Ul Sadad, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
10 Efficient and Scalable Arsenicosis Detection Using Lightweight CNNs and Transformer-Based Models for Resource-Limited Settings 4th International Conference on Electrical, Computer and Communication Engineering (ECCE 2025) Md. Golam Shakhawat Hossen, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
11 Ensemble Learning for Churn Prediction: A Business Intelligence Approach Using Grid-Search-Optimized Random Forest and XGBoost IEEE 2nd Int'l Conference on Computing, Applications and Systems (COMPUS) Md. Nazmul Alam Chowdhury, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
12 Explainable and Optimized Random Forest Model for Customer Purchase Prediction and Segmentation in E-Commerce IEEE 2nd Int'l Conference on Computing, Applications and Systems (COMPUS) Md. Nazmul Alam Chowdhury, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
13 Bangla Handwriting Based Person Identification Using Machine Learning Techniques IEEE 2nd Int'l Conference on Computing, Applications and Systems (COMPUS) Md. Nazmul Alam Chowdhury, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
14 Explainable Multi-Class Thoracic Diseases Classification Using a Hybrid CNN-CBAM Feature Fusion Framework 28th Int'l Conference on Computer and Information Technology (ICCIT), Dec 19-21, 2025 Mst. Jannatul Ferdous, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
15 Hybrid CNN Feature Fusion Model with Class-Weighted Balancing and Explainable AI for Thoracic Diseases Classification 28th Int'l Conference on Computer and Information Technology (ICCIT), Dec 19-21, 2025 Mst. Jannatul Ferdous, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
16 Hybrid Deep and GLCM Feature Fusion with Ensemble Learning for Multi-class Neurodegenerative Diseases Classification 28th Int'l Conference on Computer and Information Technology (ICCIT), Dec 19-21, 2025 Md. Shahid Ahammed Shakil, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
17 Multimodal Deep Learning for Early Sepsis Prediction: Fusion of Physiological data and Clinical Notes Using Kernel Attension and ClinicalBERT 28th Int'l Conference on Computer and Information Technology (ICCIT), Dec 19-21, 2025 Redoanul Haque, Md. Nazrul Islam Mondal 2025 Conference CSE Dr. Md. Nazrul Islam Mondal
18 Effective Hyperspectral Image Classification Based on Segmented PCA and 3D-2D CNN Leveraging Multibranch Feature Fusion Taylor & Francis: Journal of Spatial Science M. I. Afjal, Md. Nazrul. Islam. Mondal, M. A. Mamun 2024 Journal CSE Dr. Md. Nazrul Islam Mondal
19 Spectral-Spatial Feature Extraction for Change Detection in Bi-temporal Hyperspectral Images 9thInternational Conference on Convergence of Technology (I2CT), April 2024, Pune, India M. I. Afjal, M. N. I. Mondal, M. A. Mamun 2024 Conference CSE Dr. Md. Nazrul Islam Mondal
20 Spectral-Spatial Subspace Detection for Improved Change Detection in Hyperspectral Images 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) M. I. Afjal, M. N. I. Mondal, M. A. Mamun 2024 Conference CSE Dr. Md. Nazrul Islam Mondal
21 Spectral-Spatial Feature Extraction for Multi-Change Detection in Bi-temporal Hyperspectral Images 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) M. I. Afjal, M. N. I. Mondal, M. A. Mamun 2024 Conference CSE Dr. Md. Nazrul Islam Mondal
22 RAD-U-Net: Residual Attention-based Dual-path U-Net for Segmentation of Multiple Myeloma Cells in Microscopic Images for Clinical Diagnosis 2024 IEEE International Conference on Power, Electrical, Electronics and Industrial Applications (PEEIACON 2024) Sudipta Progga Islam, Nahin Ul Sadad, Md. Nazrul Islam Mondal 2024 Conference CSE Dr. Md. Nazrul Islam Mondal
23 An Efficient Approach to Recognize Bangla License Plate Springer: 3rd Int’l Conference on Human – Centric Smart Computing (ICHCSC 2024) Md. Julker Nayeem, Md. Nazrul Islam Mondal 2024 Conference CSE Dr. Md. Nazrul Islam Mondal
24 Enhancing Land Cover Object Classification in Hyperspectral Imagery Through an Efficient Spectral-Spatial Learning Approach PLOS ONE M. I. Afjal, M. N. I. Mondal, M. A. Mamun 2024 Journal CSE Dr. Md. Nazrul Islam Mondal
25 An Efficient Explainable AI Method Combining CNN and SVM for Corn Leaf Disease Detection and Visualization 2024 27th International Conference on Computer and Information Technology (ICCIT) Hasibul Islam Peyal, Md. Nazrul Islam Mondal, Shafiun Miraz 2024 Conference CSE Dr. Md. Nazrul Islam Mondal
26 Performance Evaluation of Tesseract and EasyOCR to Recognize Bangla License Plate for Diverse Quality Image 2024 27th International Conference on Computer and Information Technology (ICCIT) Md. Julker Nayeem, Md. Nazrul Islam Mondal 2024 Conference CSE Dr. Md. Nazrul Islam Mondal
27 An Efficient Approach to Recognize Bangla License Plate for Diverse-Quality Images 3rd International Conference on Human-Centric Smart Computing (ICHCSC). Smart Innovation, Systems and Technologies (SIST); vol. 440,.Springer Nature Md. Julker Nayeem, Md. Nazrul Islam Mondal 2024 Journal CSE Dr. Md. Nazrul Islam Mondal
28 Discovery of Shared Key-Genes Associated with SARS-COV-2 and Dengue-Virus Co-Infections for Diagnosis and Therapies 8th International Conference on the Role of Statistics and Data Science in 4IR (ICRSDS4IR) Tasfia Noor, Md. Fahim Faysal, Nahin Ul Sadad, Md. Nazrul Islam Mondal 2024 Conference CSE Dr. Md. Nazrul Islam Mondal
29 Diagnosis of Malaria Using Double Hidden Layer Extreme Learning Machine Algorithm With CNN Feature Extraction and Parasite Inflator IEEE Access, Page(s): 4117-4130, Print ISSN: 2169-3536, Online ISSN: 2169-3536 Md. Omaer Faruq Goni, Md. Nazrul Islam Mondal, et al 2023 Journal CSE Dr. Md. Nazrul Islam Mondal
30 Bioinformatics Approach to Identify the Impacts of Microgravity on the Development of Bone and Joint Diseases (accepted) Elsevier: Journal of Informatics in Medicine Unlocked Mst. Rashida Akhtar, Md. Nazrul Islam Mondal, Humayan Kabir Rana 2023 Journal CSE Dr. Md. Nazrul Islam Mondal
31 FPGA Implementation of Educational RISC-V Processor Suitable for Embedded Applications 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE) Md. Hasanul Banna Saif, Nahin Ul Sadad, Md. Nazrul Islam Mondal 2023 Conference CSE Dr. Md. Nazrul Islam Mondal
32 Segmentation-based linear discriminant analysis with information theoretic feature selection for hyperspectral image classification International Journal of Remote Sensing, Vol. 44, No. 11, pp. 3412-3455, Taylor & Francis, doi: 10.1080/01431161.2023.2221802 M. I. Afjal, M. N. I. Mondal, M. A. Mamun 2023 Journal CSE Dr. Md. Nazrul Islam Mondal
33 Explainable AI Based Malaria Detection Using Lightweight CNN INTERNATIONAL CONFERENCE ON NEXT-GENERATION COMPUTING, IoT AND MACHINE LEARNINGINTERNATIONAL CONFERENCE ON NEXT-GENERATION COMPUTING, IoT AND MACHINE LEARNING (NCIM) Md. Omaer Faruq Goni, Md. Nazrul Islam Mondal 2023 Conference CSE Dr. Md. Nazrul Islam Mondal
34 Hyperspectral Image Classification Based on Segmented PCA and 3D-2D CNN Leveraging Multibranch Feature Fusion Journal of Photogrammetry, Remote Sensing and Geoinformation Science M. I. Afjal, M. N. I. Mondal, M. A. Mamun 2023 Journal CSE Dr. Md. Nazrul Islam Mondal
35 FPGA based ANN Classifier for Bengali Handwritten Digit Recognition 26th International Conference on Computer and Information Technology (ICCIT) S M Riad Hossain, Khaled Zinnurine, Nahin Ul Sadad, Md Nazrul Islam Mondal 2023 Conference CSE Dr. Md. Nazrul Islam Mondal
36 mRNA Multiple Subcellular Location Prediction by Employing with Random Forest in Conjunction with Feature Selection via Elastic Net 26th International Conference on Computer and Information Technology (ICCIT) Rupak Chandra Bhowmick, Nahin Ul Sadad, Md. Nazrul Islsm Mondal, Md Al Mehedi Hasan 2023 Conference CSE Dr. Md. Nazrul Islam Mondal
37 Accelerate Implementation of Timsort Algorithm using CUDA 26th International Conference on Computer and Information Technology (ICCIT) Dilara Yasmin Disha, Md Nazrul Islam Mondal 2023 Conference CSE Dr. Md. Nazrul Islam Mondal
38 A Review on Parkinson's Disease Detection Methods: Traditional Machine Learning Models vs. Deep Learning Models EUROPA PUBLISHING:DOI: 10.24018/ejcompute.2022.2.3.67 Md. Toukir Ahmed, Md. Nazrul Islam Mondal, Debashis Gupta, Mohammed Sowket Ali 2022 Journal CSE Dr. Md. Nazrul Islam Mondal
39 Parkinsons Disease Detection Using Machine Learning Algorithm: A Review of Literature (Accepted) International Journal for Research in Applied Science and Engineering Technology, 10(6) Md. Toukir Ahmed, Md. Nazrul Islam Mondal 2022 Journal CSE Dr. Md. Nazrul Islam Mondal
40 Parkinson’s Disease Detection using Different CNN Architectures with a Random under Sampling Strategy and Effective Feature Selection Approach IEEE Computer Society Bangladesh Chapter, Summer Symposium 2022 Md. Toukir Ahmed, Md. Nazrul Islam Mondal 2022 Book Chapter CSE Dr. Md. Nazrul Islam Mondal
41 Parkinson’s Disease Detection Using Machine Learning Algorithm with Effective Feature Selection Approach (Submitted-Under Review) Interdisciplinary Conference on Mechanics, Computers and Electrics, IEEE, Barcelona, Spain Md. Toukir Ahmed, Md. Nazrul Islam Mondal 2022 Conference CSE Dr. Md. Nazrul Islam Mondal
42 Machine Learning Approach to Predict Liver Disease Effectively 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Mostarina Mitu, Md. Nazrul Islam Mondal, S.M. Shovan 2022 Conference CSE Dr. Md. Nazrul Islam Mondal
43 A Prediction Study of Feature Encoding and Selection Methods on PTM Lysine Glutarylation Site Allocation 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Salauddin Fahad, Md. Nazrul Islam Mondal, Anika Tabassum Era 2022 Conference CSE Dr. Md. Nazrul Islam Mondal
44 Spectrally Segmented Linear Discriminant Analysis for Hyperspectral Image Classification 25th International Conference on Computer and Information Technology (ICCIT) M. I. Afjal, M. N. I. Mondal, M. A. Mamun 2022 Conference CSE Dr. Md. Nazrul Islam Mondal
45 Segmented Linear Discriminant Analysis for Hyperspectral Image Classification 12th International Conference on Electrical and Computer Engineering (ICECE) M. I. Afjal, M. N. I. Mondal, M. A. Mamun 2022 Conference CSE Dr. Md. Nazrul Islam Mondal
46 Prediction Approach of Breast Cancer Using Dimensionality Reduction and Outlier Detection 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Ismot Rimi, Md. Nazrul Islam Mondal, Jakia Oishy 2022 Conference CSE Dr. Md. Nazrul Islam Mondal
47 Sp-1: Design and Simulation of 4-bit Simple CPU on Logisim for Computer Architecture Education 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Nahin Ul Sadad, Afsana Afrin, Md. Nazrul Ilsam Mondal 2022 Conference CSE Dr. Md. Nazrul Islam Mondal
48 Spectrally Segmented Linear Discriminant Analysis for Hyperspectral Image Classification 25th International Conference on Computer and Information Technology (ICCIT) M. I. Afjal, M. N. I. Mondal, M. A. Mamun 2022 Conference CSE Dr. Md. Nazrul Islam Mondal
49 Segmented Linear Discriminant Analysis for Hyperspectral Image Classification 12th International Conference on Electrical and Computer Engineering (ICECE) M. I. Afjal, M. N. I. Mondal, M. A. Mamun 2022 Conference CSE Dr. Md. Nazrul Islam Mondal
50 Binary Classification using K-Nearest Neighbor Algorithm on FPGA 6th International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering, IC4ME2-2021 Nahin Ul Sadad, Afsana Afrin and Md. Nazrul Islam Mondal 2021 Conference CSE Dr. Md. Nazrul Islam Mondal
51 An Approach for Seasonally Periodic Frequent Pattern Mining in Retail Super Market ELSEVIER: International Conference on Smart Data Intelligence (ICSMDI 2021) Sohel Rana, Md. Nazrul Islam Mondal 2021 Conference CSE Dr. Md. Nazrul Islam Mondal
52 A Generic Approach for Relative Regular-Frequent pattern Mining in Retail Supermarket ELSEVIER-SSRN: Middle East Journal of Applied Science & Technology Sohel Rana, Md. Nazrul Islam Mondal 2021 Journal CSE Dr. Md. Nazrul Islam Mondal
53 Extreme Gradient Boost with CNN: A New Deep Learning Approach for Predicting Protein Subcellular Localization Springer and Lecture Notes on Data Engineering and Communications Technologies Md. Ismail and Md. Nazrul Islam Mondal 2021 Conference CSE Dr. Md. Nazrul Islam Mondal
54 A New Approach Using Convolutional Neural Network for Crops and Weeds Classification Springer and Lecture Notes on Data Engineering and Communications Technologies Nawmee Razia Rahman and Md. Nazrul Islam Mondal 2021 Conference CSE Dr. Md. Nazrul Islam Mondal
55 Implementation of Scalable Non-Recursive Merge Sort on FPGA 6th International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering, IC4ME2-2021 Nahin Ul Sadad, Afsana Afrin and Md. Nazrul Islam Mondal 2021 Conference CSE Dr. Md. Nazrul Islam Mondal
56 A Seasonal and Multilevel Association Based Approach for Market Basket Analysis in Retail Supermarket European Journal of Information Technologies and Computer Science S. Rana, M. N. I Mondal 2021 Journal CSE Dr. Md. Nazrul Islam Mondal
57 An Intelligent Short-Circuit Fault Classification Scheme for Power Transmission Line International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI) Md. Sihab Uddin, Erphan Bhuiyan, Subrata Sarker, Sajal Das, Niloy Sarker, Md. Nazrul Islam Mondal 2021 Conference CSE Dr. Md. Nazrul Islam Mondal
58 FPGA based Histogram Equalization for Image Processing 3rd Int’l Conference on Electrical & Electronic Engineering (ICEEE) Nahin Ul Sadad, Afsana Afrin, Md. Nazrul Islam Mondal 2021 Conference CSE Dr. Md. Nazrul Islam Mondal
59 FPGA based Synchronous and Asynchronous Implementation of Radix-2 Booth Multiplication Algorithm 3rd Int’l Conference on Electrical & Electronic Engineering (ICEEE) Nahin Ul Sadad, Afsana Afrin, Md. Nazrul Islam Mondal 2021 Conference CSE Dr. Md. Nazrul Islam Mondal
60 A Multidimensional Pixel-wise Convolution Neural Network for Hyperspectral Image Classification IEEE International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things, 29 Nov-1 Dec, 2020, Dhaka, Bangladesh Yeahia Sarker, Shahriar Rahman Fahim, S. K. Sarker, Faisal R. Badal, Sajal K. Das and Md. Nazrul Islam Mondal 2020 Conference CSE Dr. Md. Nazrul Islam Mondal
61 Regularized Singular Value Decomposition Based Multidimensional Convolutional Neural Network for Hyperspectral Image Classification IEEE Region 10 Symposium (TENSYMP), 5-7 June, 2020, Dhaka, Bangladesh Yeahia Sarker, Shahriar Rahman Fahim, Md. Sakhawat Hosen, S. K. Sarker, Md. Nazrul Islam Mondal, and Sajal K. Das 2020 Conference CSE Dr. Md. Nazrul Islam Mondal
62 A Novel Diagnosis System Using Regularized Encoder-Decoder Based Generative Probabilistic Network for Parkinson’s Disease IEEE Region 10 Symposium (TENSYMP), 5-7 June, 2020, Dhaka, Bangladesh Yeahia Sarker, Md. Nazrul Islam Mondal, Shahriar Rahman Fahim, Saquib Shahriar, S. K. Sarker, and Sajal K. Das 2020 Conference CSE Dr. Md. Nazrul Islam Mondal
63 Metabolomic Biomarker Identification for Lung Cancer By Combining Multiple Statistical Approaches International Conference on Electrical and Communication Engineering, ECCE 2019, 7 - 9 February, Bangladesh, 2019 Tahsin Masrur, Md. Al Mehedi Hasan, Md. Nazrul Islam Mondal, Boshir Ahmed 2019 Conference CSE Dr. Md. Nazrul Islam Mondal
64 Rotation Independent Digit Recognition in Sign Language International Conference on Electrical and Communication Engineering, ECCE 2019, 7 - 9 February, Bangladesh, 2019 Md. Abul Kalam, Md. Nazrul Islam Mondal, Boshir Ahmed 2019 Conference CSE Dr. Md. Nazrul Islam Mondal
65 A Fusion Approach for Gait Based Gender Classification BCS Journal of Computer and Information Technology, Vol. 01, 2019, ISSN: 2664-4592, 2664-4606 Sagor Chandro Bakchy and Md. Nazrul Islam Mondal 2019 Journal CSE Dr. Md. Nazrul Islam Mondal
66 Feature Extraction Approach Selection of Non-GO Termed Proteins for the Backup Method of Protein Subcellular Localization Prediction International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2-2018), 8 - 9 February, Paper Id-320, Bangladesh, 2018 Md. Al Mehedi Hasan, Shamim Ahmad, Boshir Ahmed, Md. Nazrul Islam Mondal 2018 Conference CSE Dr. Md. Nazrul Islam Mondal
67 Limbs and Muscle Movement Detection using Gait Analysis International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2-2018), 8 - 9 February, Bangladesh, 2018 Sagor Chandro Bakchy, Md. Nazrul Islam Mondal, Md. Meraj Ali, Ananna Hoque Sathi, Krishna Chandro Ray, Mst. Jannatul Ferdous 2018 Conference CSE Dr. Md. Nazrul Islam Mondal
68 Classification of Walking Gait of Autistic Person using Linear Discriminant Analysis International Conference on Sustainable Development-2018, 8-9 October 2018 Sagor Chandro Bakchy, Md. Nazrul Islam Mondal and Sudip Kumar Halder 2018 Conference CSE Dr. Md. Nazrul Islam Mondal
69 Effective Subspace Detection Based on Cross Cumulative Residual Entropy for Hyperspectral Image Classification Int’l Conference on Electrical, Computer and Communication Engineering, 16-18, February, 2017 Md. Ali Hossain, Boshir Ahmed, Suhrid Shakhar Ghosh, Md. Nazrul Islam Mondal 2017 Conference CSE Dr. Md. Nazrul Islam Mondal
70 An Adaptive Background Modeling Based on Modified Running Gaussian Average Method Int’l Conference on Electrical, Computer and Communication Engineering, 16-18, February, 2017 Md. Asifur Rahman, Boshir Ahmed, Md. Ali Hossain, Md. Nazrul Islam Mondal 2017 Conference CSE Dr. Md. Nazrul Islam Mondal
71 Satellite Image Compression Using Integer Wavelet Regression Int’l Conference on Electrical, Computer and Communication Engineering, 16-18, February, 2017 Md. Al Mamun, Md. Ali Hossain, Md. Nazrul Islam Mondal, Mumu Aktar 2017 Conference CSE Dr. Md. Nazrul Islam Mondal
72 predMultiLoc-Gneg: Predicting Subcellular Localization of Gram-Negative Bacterial Proteins Using Feature Selection in Gene Ontology Space and Resolving the Data Imbalance Issue 5th IEEE Region 10 Humanitarian Technology Conference (IEEE R10HTC-2017), 21 - 23 December, Paper Id-21159, Dhaka, Bangladesh, 2017 Md. Al Mehedi Hasan, Shamim Ahmad, Md. Nazrul Islam Mondal and Boshir Ahmed 2017 Conference CSE Dr. Md. Nazrul Islam Mondal
73 pSuc-SFR: Prediction of Succinylation Site by using SVM with Supervised Optimal Feature Set Representation and Feature Fusion Journal of Microbiology and Biotechnology, ISSN: 1738-8872, pp... Vol.27 No.10, 2017 Md Khaled Ben Islam, Md Nazrul Islam Mondal 2017 Journal CSE Dr. Md. Nazrul Islam Mondal
74 DV-iSucLys: Decision Voting to Improve Protein Lysine Succinylation Site Identification from Sequence Data American Journal of Biomedical and Life Sciences, Vol. 5, Issue 6, pp. 135-143, ISSN: 2330-880X, 2017 Md Khaled Ben Islam, Md Nazrul Islam Mondal, Julia Rahman, and Md Al Mehedi Hasan 2017 Journal CSE Dr. Md. Nazrul Islam Mondal
75 Assessment of Temporal Features for Geographical Localization of Satellite Images International Journal of Space Science & Technology (STM Journal), Vol 5, Issue 1, pp.16 – 26, 2016 Md. Nazrul Islam Mondal, Md. Al Mamun, Biprodip Pal 2016 Journal CSE Dr. Md. Nazrul Islam Mondal
76 Faster Implementation of Booth’s Algorithm Ussing FPGA Second Int’l Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), 8-10 December, 2016 Ahmed Salman Tariq, Md. Nazrul Islam Mondal, Md. Ali Hossain 2016 Conference CSE Dr. Md. Nazrul Islam Mondal
77 Feature Fusion Based SVM Classifier for Protein Subcellular Localization Prediction Int’l Journal of Integrative Bioinformatics, Vol. 13(1):288, 2016 Julia Rahman, Md. Nazrul Islam Mondal, Md. Khaled Ben Islam, Md Al Mehedi Hasan 2016 Journal CSE Dr. Md. Nazrul Islam Mondal
78 Gram-Positive Bacterial Protein Subcellular Localization Prediction Using Features Fusion Strategy 9th Int’l Conference on Electrical and Computer Engineering, 22-22 December, 2016 Julia Rahman, Md. Nazrul Islam Mondal, Md. Khaled Ben Islam, Md Al Mehedi Hasan, S. M Sabbir Amin 2016 Conference CSE Dr. Md. Nazrul Islam Mondal
79 Character Recognition System: Performance Comparison of Artificial Neural Networks and Genetic Algorithm First Int’l Conference on Computer & Information Engineering (ICCIE), 2015 Shahazan Ali, Md. Nazrul Islam Mondal 2015 Conference CSE Dr. Md. Nazrul Islam Mondal
80 Closest Class Measure based Subspace Detection for Hyperspectral Image Classification First Int’l Conference on Computer & Information Engineering (ICCIE), 2015 M. A. Hossain, S. U. Zaman, M. A. Mamun, M. N. I. Mondal 2015 Conference CSE Dr. Md. Nazrul Islam Mondal
81 Study of Protein Secondary Structure Prediction Using Support Vector Machine International Journal of Innovative Research in Computer Science & Technology (IJIRCST), Vol 3, Issue 6, pp. ....-…, 2015 Md. Nazrul Isalm Mondal, Md. Al Mamun, Shaju Saha 2015 Journal CSE Dr. Md. Nazrul Islam Mondal
82 An Approach for Protein Secondary Structure Prediction Using Neural Network International Journal of Innovative Research in Computer Science & Technology (IJIRCST), Vol 3, Issue 6, pp. …-…, 2015 Md. Nazrul Islam Mondal, Md. Al Mamun, Md. Zahidur Rahman 2015 Journal CSE Dr. Md. Nazrul Islam Mondal
83 Closest Class Measure Based Subspace Detection for Hyperspectral Image Classification 1st Int’l Conference on Computer & Information Engineering, 26-27 December, 2015 M. A Hossain, M. A Mamun, S. U Zaman, M. N. I Mondal 2015 Conference CSE Dr. Md. Nazrul Islam Mondal
84 An Algorithm to Remove Asynchronous RAMs in Circuits with Cycles for FPGAs International Journal of Innovative Research in Computer Science & Technology (IJIRCST), Vol 2, Issue 5, pp. 56-60, 2014 Md. Nazrul Isalm Mondal, Md. Al Mamun, Boshir Ahmed 2014 Journal CSE Dr. Md. Nazrul Islam Mondal
85 A Graph Rewriting Approach to Replace Asynchronous RAMs in Circuits with Cycles for FPGAs 8th International Conference on Electrical and Computer Engineering (ICECE), December 20 - 22, 2014, BUET, Dhaka, Bangladesh Md. Nazrul Islam Mondal, Md. Shahid Uz Zaman, Biprodip Pal 2014 Conference CSE Dr. Md. Nazrul Islam Mondal
86 Evaluating Temporal Uncertainty of Multi-temporal Images for Geographical Deviance International Journal of Computer Applications (IJCA), Vol 103, No 14, pp. 14 - 18, 2014 Md. Al Mamun, Md. Nazrul Islam Mondal, Boshir Ahmed 2014 Journal CSE Dr. Md. Nazrul Islam Mondal
87 RSA Cryptography Using Designed Processor and MicroBlaze Soft Processor in FPGAs International Journal of Computer Applications (IJCA), Vol 104, No 8, pp. 25 - 31, 2014 Md. Nazrul Islam Mondal, Md. Al Mamun, Boshir Ahmed 2014 Journal CSE Dr. Md. Nazrul Islam Mondal
88 Change Detection-aided Single Linear Prediction of Multi-temporal Satellite Images 17th International Conference on Computer & Information Technology (ICCIT), DIU, Dhaka, Bangladesh, 2014 Md. Al Mamun, Md. Nazrul Islam Mondal 2014 Conference CSE Dr. Md. Nazrul Islam Mondal
89 A Study of Routing Protocols for Energy Efficiency in Wireless Sensor Networks with Mobile Nodes International Journal of Emerging Technology and Advanced Engineering, Vol. 3, Issue 4, April 2013, pp. 42-47. (ISSN 2250–2459) Fahim Hasan Khan, Md. Nazrul Islam Mondal 2013 Journal CSE Dr. Md. Nazrul Islam Mondal
90 A Flexible Processor Using Embedded DSP Slices a nd Block RAMs in FPGAs Proc. of the 6th Workshop on Theoretical Computer Science, pp...–..,Kyushu, Fukuoka, August, 2013, Japan Md. Nazrul Islam Mondal, Kohan Sai, Koji Nakano, Yasuaki Ito 2013 Conference CSE Dr. Md. Nazrul Islam Mondal
91 A Flexible-Length Arithmetic Processor Using Embedded DSP Slices and Block RAMs in FPGAs In CANDAR 2013-First International Symposiumon Computing and Networking (formerly, ICNC), December 4-6, 2013, Japan Md. Nazrul Islam Mondal, Kohan Sai, Koji Nakano, Yasuaki Ito 2013 Conference CSE Dr. Md. Nazrul Islam Mondal
92 An Algorithm to Obtain Circuits with Synchronous RAMs Int’l Journal of Communication and Computer (JCC), Vol9, No.5, pp.547-559, May 2012 Md. Nazrul Islam Mondal, K. Nakano and Y. Ito 2012 Journal CSE Dr. Md. Nazrul Islam Mondal
93 A Rewriting Approach to Replace Asynchronous ROMs with Synchronous Ones for the Circuits with Cycles Int’l Journal of Networking and Computing (IJNC), Vol2,No. 2, pp.269-290, July 2012 Md. Nazrul Islam Mondal, K. Nakano and Y. Ito 2012 Journal CSE Dr. Md. Nazrul Islam Mondal
94 An Algorithm to Remove Asynchronous ROMs in Circuits with Cycles Int’l Conference on Networking and Computing (ICNC), pages 77-86, December 2011, Osaka University, Japan Md. Nazrul Islam Mondal, K. Nakano and Y. Ito 2011 Conference CSE Dr. Md. Nazrul Islam Mondal
95 A Graph Rewriting Approach for Converting Asynchronous ROMs into Synchronous Ones IEICE Transactions on Information and Systems, Vol E94-D, No.12,pp.2378-2388, December, 2011 Md. Nazrul Islam Mondal, K. Nakano and Y. Ito 2011 Journal CSE Dr. Md. Nazrul Islam Mondal
96 An Algorithm to Remove Asynchronous ROMs Proc. of The 6th Workshop on Theoretical Computer Science, pp. 85–92, Nagashima, Mie, September 2010, Japan Md. Nazrul Islam Mondal, K. Nakano and Y. Ito 2010 Conference CSE Dr. Md. Nazrul Islam Mondal
97 A Rewriting Algorithm to Generate AROM-free Fully Synchronous Circuits Int’l Conference on Networking and Computing (ICNC), pages 148-157, November 2010, Hiroshima University, Japan Md. Nazrul Islam Mondal, K. Nakano and Y. Ito 2010 Conference CSE Dr. Md. Nazrul Islam Mondal
98 Vehicular communication system for vehicle safety using RFID, Communications (MICC) 2009 IEEE 9th Malaysia International Conference, December 15-17, 2009, Pages: 697-702, KualaLumpur, Malaysia Abdullah Al Masud, Md.Nazrul Islam Mondal, K. M. Ahmed 2009 Conference CSE Dr. Md. Nazrul Islam Mondal
99 Maximization of System lifetime in Body Sensor Network 5th International Conference on Electrical and Computer Engineering (ICECE’08), 2008, December 20-22, 2008, BUET,Dhaka, Bangladesh Md. Nazrul Islam Mondal, Kazi Mohiuddin Ahmed 2008 Conference CSE Dr. Md. Nazrul Islam Mondal
100 Comparisons of Maximum System Lifetime in Diverse Scenarios for Body Sensor Networks 11th IEEE International Conference on Computer and Information Technology (ICCIT’08), 2008, December 25-27, 2008, KUET, Khulna, Bangladesh Md. Nazrul Islam Mondal, Md. Shahid Uz Zaman, Abdullah Al Masud, Md. Jahangir Alam 2008 Conference CSE Dr. Md. Nazrul Islam Mondal
101 Reducing the Booting time in Linux Environment Annual Paper Meet, 4th International Conference of Electrical Engineering(APM_ICEE2006), 26-28 January 2006, Institute of Engineers (IEB), Ramna, Dhaka, Bangladesh Md. Nazrul Islam Mondal, Murshed Ahmmad Khan, Md. Faruk Hossain Chowdhury, Md. Shamsul Alam 2006 Conference CSE Dr. Md. Nazrul Islam Mondal
102 Designing and Implementation of Constant Water Level and Temperature Control of an Overhead Tank Using Fuzzy Logic Controller Annual Paper Meet, 4th International Conference of Electrical Engineering(APM_ICEE2006), Institute of Engineers (IEB), 26-28 January 2006, Ramna, Dhaka, Bangladesh. Md. Nazrul Islam Mondal, Md. Rabiul Islam, Md. Shamsul Alam, Md. Waselul Haque Sadid, Boshir Ahmed 2006 Conference CSE Dr. Md. Nazrul Islam Mondal
103 The Fastest New Algorithm For Large Number Multiplication by Taking Eight Digits at a Time Annual Paper Meet, 4th International Conference of Electrical Engineering,(APM_ICEE2006), 26-28 January 2006, Institute of Engineers(IEB), Ramna, Dhaka, Bangladesh Md. Nazrul Islam Mondal, Md. Sadique Sarwar, Boshir Ahmed, Md. Rabiul Islam 2006 Conference CSE Dr. Md. Nazrul Islam Mondal
104 A New Strategy for Solving Multi-Dimension Multiple-Choice Knapsack problem in Distributed System Fourth Annual Paper Meet and 4th International Conferenceon Electrical Engineering (ICEE), January, 2006, The Institution of Engineers (IEB), Dhaka, Bangladesh Md. Waselul Haque Sadid, Md. Al-Mamun, Md. Rabiul Islam, Md. Nazrul Islam Mondal 2006 Conference CSE Dr. Md. Nazrul Islam Mondal
105 A Hybrid Implementation of Machine Translation from English to Bengali Using the Optimal 17bits Information Code International Conferenceon Computer Processing of Bangla (ICCPB-2006), Independent University, (IUB), 17 February, 2006, Dhaka, Bangladesh Md. Nazrul Islam Mondal, A. A. M. Mahmudul Haque, Md. Sadique Sarwar, Md. Rabiul Islam 2006 Conference CSE Dr. Md. Nazrul Islam Mondal
106 Real Time Audio Video Conferencing with Bangla Interface International Conference on Computer Processing of Bangla (ICCPB-2006), Independent University, Bangladesh (IUB), 17 February, 2006,Dhaka, Bangladesh Md. Zakir Hossain, Md, Rabiul Islam, Md. Nazrul Islam Mondal, Md. Waselul Haque Sadid, Md. Shamsul Alam 2006 Conference CSE Dr. Md. Nazrul Islam Mondal
107 End to End Adaptive Forward Error Correction (FEC) for Improving TCP Perforpmance over Wireless Link 4th International Conference on Electrical and Computer Engineering (ICECE), 19-21 December 2006, Department of Electrical and Electronic Engineering, BUET, Dhaka, Bangladesh A. H. M Mamudul Haque, Md. Nazrul Islam Mondal, Sunit Kumar Ghosh, Md. Zulfiquar Ali Bhotto 2006 Conference CSE Dr. Md. Nazrul Islam Mondal
108 Distributed Admission Control of Video on Demand Services over Existing Telephone Network IEEE International Conference on Multimedia & Expo, ICME 2005, Page(s): 642-645, , July 6-8, 2005, Amsterdam, Netherlands Md. Shamsul Alam, Md. Mahmudul Hassan, M. N. I. Mondal 2005 Conference CSE Dr. Md. Nazrul Islam Mondal
109 Hybrid Admission Control Architecture of Fault Tolerant Video on Demand Services Over IP Network In Proc. of the Fourth International Conference on Intelligent Multimedia Networking (IMMCN), 2005 in Conjunction with 8th Joint Conference on Information Science (ICIS), 2005, pp.811-814, 21-26 July, 2005, Salt Lake City, Marriott City Center, Utah, USA Md. Shamsul Alam, Md. Mahmudul Hasan, M. N. I Mondal, Boshir Ahmed 2005 Conference CSE Dr. Md. Nazrul Islam Mondal
110 Parsing of English Sentence for English to Bengali Translation Using Rule Base Parser 2nd National Conference on Computer Processing of Bangla (NCCPB-2005), Independent University (IUB), 18 February 2005, Dhaka, Bangladesh Farhana Kabir, Md. Shamsul Alam, Md. Nazrul Islam Mondal 2005 Conference CSE Dr. Md. Nazrul Islam Mondal
111 Development of a Web based SQL Interface Implementing Keyboard Parsing Technique 2nd National Conference on Computer Processing of Bangla (NCCPB-2005), 18 February 2005, Independent University (IUB), Dhaka, Bangladesh Abu Sayeed Md. Sohail, Md. Mahbubur Rahman Chowdhury, Boshir Ahmed, Md. Nazrul Islam Mondal 2005 Conference CSE Dr. Md. Nazrul Islam Mondal
112 Maintaining Constant Water Level and Tempeature of an Overhead Tank Using Fuzzy Logic Controller Second International Conference on Electrical & Computer Engineering (ICECE-2005), 3-5 November 2005, Bahir Dar, Ethiopia Md. Rabiul Islam, Md. Nazrul Islam Mondal 2005 Conference CSE Dr. Md. Nazrul Islam Mondal
113 Modified Kohonen SOM Technique for Two-Stage Classification of Handwritten Bangla Characters 8th International Conference on Computer and Information Technology, (ICCIT-2005), 28-30 December 2005, Islamic University of Technology, Board Bazar, Dhaka, Bangladesh Nafisa Tarannum, S. M. Kamrul Hasan, Md. Nazrul Islam Mondal 2005 Conference CSE Dr. Md. Nazrul Islam Mondal
114 Performance Measurement of Real Time Object Detection and Recognition 3rd Asian Applied Computing Conference, Vol2, December, 2005, Kathmandhu, Nepal Mir Md. Jahangir Kabir, Samir Halder, Md. Rabiur Rahman, Md.W.H.Sadid, Md.Manjurul Islam, Md. Nazrul Islam Mondal 2005 Conference CSE Dr. Md. Nazrul Islam Mondal
115 Recognition of the Facial Pattern by Modified Kohonen’s Self Organizing Map (MKSOM) and Analyze the Performance 3rd Asian Applied Computing Conference, Vol2., December, 2005, Kathmandhu, Nepal M. Kamrul Hasan, Md. Nazrul Islam Mondal, Nafisa Tarannum, Md. Tanvir Ahmed Chowdhury 2005 Conference CSE Dr. Md. Nazrul Islam Mondal
116 Progressive Boosting for Classifier Committee Learning Lecture Notes in Computer Science, Journal of Machine Learning and Soft Computing, Springer-Verlag Heidelberg, Vol.3285, pp.52-58 Md. Waselul Haque Sadid, Md. Nazrul Islam Mondal, Md. Shamsul Alam, Abu Sayeed Md. Sohail, Boshir Ahmed 2004 Journal CSE Dr. Md. Nazrul Islam Mondal
117 Progressive Boosting for Classifier Committee Learning Second Asian Applied Computing Conference, AACC 2004, October 29-31, pp.52-58, Kathmandu, Nepal Md. Waselul Haque Sadid, Md. Nazrul Islam Mondal, Md. Shamsul Alam, Abu Sayeed Md. Sohail, Boshir Ahmed 2004 Conference CSE Dr. Md. Nazrul Islam Mondal
118 Electricity Consumer Category Classification With Supervised Machine Learning Techniques Using Consumption Information 4th International Conference on Electrical, Computer and Communication Engineering Md. Alamin Hossain, Boshir Ahmed 2025 Conference CSE Prof. Dr. Boshir Ahmed
119 Identification of Candidate Genes for Colorectal Cancer Using Machine Learning and Bioinformatics Approaches 4th International Conference on Electrical, Computer and Communication Engineering Humayan Kabir Rana 2025 Conference CSE Prof. Dr. Boshir Ahmed
120 Improving Road Safety through Deep Learning-based Approaches for Road Damage Detection and Classification International Journal of Computer Applications Md. Mahadi Hasan, Boshir Ahmed 2025 Journal CSE Prof. Dr. Boshir Ahmed
121 PRIVACY PRESERVATION FOR BIG DATA PUBLISHING: APPLYING KANONYMITY AND DIFFERENTIALLY PRIVATE SYNTHETIC DATA GENERATION WITH DP-CTGAN Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences Ananna Hoque Shathi and Boshir Ahmed 2025 Journal CSE Prof. Dr. Boshir Ahmed
122 Enhancing Road Safety: A Deep Learning Approach to Detect and Classify Road Damage 27th International Conference on Computer and Information Technology Md. Mahadi Hasan, Boshir Ahmed 2024 Conference CSE Prof. Dr. Boshir Ahmed
123 A Novel Transformer Based Deep Learning Approach of Sentiment Analysis for Movie Reviews 6th International Conference on Electrical Engineering and Information & Communication Technology 2024 Tayef Billah Saad, Mohiuddin Ahmed, Boshir Ahmed, Saad Sazan 2024 Conference CSE Prof. Dr. Boshir Ahmed
124 A Modified Fully Convolutional Segmentation Network for Hyperspectral Image Classification 27th International Conference on Computer and Information Technology Md. Fahim Faisal, Kaungkon Mallick, Boshir Ahmed 2024 Conference CSE Prof. Dr. Boshir Ahmed
125 Mutual Information-Driven Feature Reduction for Hyperspectral Image Classification Sensors 2023, Volume 23, Issue 2 Md Rashedul Islam, Boshir Ahmed, Md Ali Hossain and Md Palash Uddin 2023 Journal CSE Prof. Dr. Boshir Ahmed
126 Deep Transfer Learning for Early Parkinson’s Disease Detection 3rd International Conference on Electrical, Computer and Communication Engineering (ECCE) Nur Afroz and Boshir Ahmed 2023 Conference CSE Prof. Dr. Boshir Ahmed
127 A Comparative Study of Psychiatric Characteristics Classification for Predicting Psychiatric Disorder Springer, Singapore Md. Sydur Rahman, Boshir Ahmed 2023 Conference CSE Prof. Dr. Boshir Ahmed
128 Vision-Based Robust Lane Detection and Tracking in Challenging Conditions IEEE Access, Volume 11 Samia Sultana, Boshir Ahmed, Manoranjan Paul, Muhammad Rafiquil Islam and Shamim Ahmad 2023 Journal CSE Prof. Dr. Boshir Ahmed
129 A Comparative Analysis of Deep Learning Models Towards Precise Recognition of Intracranial Hemorrhage Utilizing CT Images 26th International Conference on Computer and Information Technology Md. Harun Or Rashid, Boshir Ahmed 2023 Conference CSE Prof. Dr. Boshir Ahmed
130 An Explainable ML Approach for Diabetes Detection Using the Influential Features 26th International Conference on Computer and Information Technology Utsha Das, Boshir Ahmed 2023 Conference CSE Prof. Dr. Boshir Ahmed
131 Transfer Learning Based Approaches for Breast Cancer Classification Using Mammogram Images 26th International Conference on Computer and Information Technology Md. Sharifujjaman, Zannatul Ferdousee, Nahin Ul Sadad, Boshir Ahmed 2023 Conference CSE Prof. Dr. Boshir Ahmed
132 Breast Cancer Histopathological Image Classification Using an Ensemble of Deep Convolutional Neural Networks. 26th International Conference on Computer and Information Technology Farjana Parvin, Md. Al Mehedi Hasan, Boshir Ahmed, Md. Al Mamun, S. M. Kausar Parvej 2023 Conference CSE Prof. Dr. Boshir Ahmed
133 Related Study of Psychiatric Characteristics Classification using KLNS Method for Predicting Psychiatric Disorder Journal of Brain behavior and cognitive sciences Md Sydur Rahman and Boshir Ahmed 2022 Journal CSE Prof. Dr. Boshir Ahmed
134 Spectral–Spatial Dimensionality Reduction for Hyperspectral Image Classification International Conference on Computer and Information Technology, ICCIT Md Rashedul Islam, Boshir Ahmed 2022 Conference CSE Prof. Dr. Boshir Ahmed
135 A Kernel Based Support Vector Machine Approach: Predicting Psychiatric Disorders Using Classified Psychiatric Features 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Md Sydur Rahman and Boshir Ahmed 2022 Conference CSE Prof. Dr. Boshir Ahmed
136 Identification of Influential Features for Diabetes Prediction at Early Stage 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Utsha Das, Boshir Ahmed 2022 Conference CSE Prof. Dr. Boshir Ahmed
137 Real Time Hand Gesture Recognition in Depth Image using CNN International Journal of Computer Applications 174(16):28-32 Dardina Tasmere, Boshir Ahmed and Sanchita Rani Das 2021 Journal CSE Prof. Dr. Boshir Ahmed
138 Robust Nighttime Road Lane Line Detection using Bilateral Filter and SAGC under Challenging Conditions 13th International Conference on Computer Research and Development (ICCRD2021) Samia Sultana, Boshir Ahmed 2021 Conference CSE Prof. Dr. Boshir Ahmed
139 Hyperspectral Image Classification Using Factor Analysis and Convolutional Neural Networks Springer, Singapore AFM Minhazur Rahman, Boshir Ahmed 2021 Book Chapter CSE Prof. Dr. Boshir Ahmed
140 Lane Detection and Tracking under rainy weather challenges IEEE Region 10 Symposium (TENSYMP) Samia Sultana, Boshir Ahmed 2021 Conference CSE Prof. Dr. Boshir Ahmed
141 A machine learning approach for fast CU partitioning and time complexity reduction in video coding 5th International Conference on Electrical Information and Communication Technology (EICT), IEEE Md. Zahirul Islam, Boshir Ahmed 2021 Conference CSE Prof. Dr. Boshir Ahmed
142 Fast CU Splitting And Computational Complexity Minimization Technique By Using Machine Learning Algorithm In Video Compression International Conference on Electrical and Electronic Engineering (ICEEE), IEEE Md. Zahirul Islam, Boshir Ahmed 2021 Conference CSE Prof. Dr. Boshir Ahmed
143 Visualization of CTU Partitioning And Time Complexity Analysis in HEVC and VVC International Conference on Electrical and Electronic Engineering (ICEEE), IEEE Md. Zahirul Islam, Boshir Ahmed 2021 Conference CSE Prof. Dr. Boshir Ahmed
144 Improved Subspace Detection Based on Minimum Noise Fraction and Mutual Information for Hyperspectral Image Classification Springer Nature Singapore Pte Ltd, Chapter: 53, Page 631-641 Md. Rashedul Islam, Md. Ali Hossain and Boshir Ahmed 2020 Book Chapter CSE Prof. Dr. Boshir Ahmed
145 Feature reduction of hyperspectral image for classification Journal of Spatial Science Rashedul Islam , Boshir Ahmed & Ali Hossain 2020 Journal CSE Prof. Dr. Boshir Ahmed
146 Effective subspace detection based on the measurement of both the spectral and spatial information for hyperspectral image classification International Journal of Remote Sensing, Volume 41, Issue 19 Sadia Zaman Mishu, Boshir Ahmed, Md. Ali Hossain, Md. Palash Uddin 2020 Journal CSE Prof. Dr. Boshir Ahmed
147 Hand Gesture Recognition for Bangla Sign Language Using Deep Convolution Neural Network 2nd International Conference on Sustainable Technologies for Industry 4.0 Dardina Tasmere, Boshir Ahmed 2020 Conference CSE Prof. Dr. Boshir Ahmed
148 Bangla Sign Digits: A Bangla Sign Digits Dataset for Real Time Hand Gesture Recognition International Conference on Electrical and Computer Engineering (ICECE) 2020 Dardina Tasmere, Boshir Ahmed 2020 Conference CSE Prof. Dr. Boshir Ahmed
149 Rotation Independent Digit Recognition in Sign Language International Conference on Electrical, Computer and Communication Engineering (ECCE) Md. Abul Kalam, Md. Nazrul Islam Mondal and Boshir Ahmed 2019 Conference CSE Prof. Dr. Boshir Ahmed
150 Feature Reduction Based on Segmented Principal Component Analysis for Hyperspectral Images Classification International Conference on Electrical, Computer and Communication Engineering (ECCE) Md. Rashedul Islam, Boshir Ahmed and Md. Ali Hossain 2019 Conference CSE Prof. Dr. Boshir Ahmed
151 Hybrid Subspace Detection based on Spectral and Spatial Information for Effective Hyperspectral Image Classification International Journal of Computer Applications, (IJCA), 178(41): 37-43 Sadia Zaman Mishu, Boshir Ahmed 2019 Journal CSE Prof. Dr. Boshir Ahmed
152 Detecting Liver Cancer from Online Search Logs 4th International Conference on Electrical Information and Communication Technology (EICT) Tanvir Anjum Joarder, Boshir Ahmed,; Ahm Sarowar Sattar 2019 Conference CSE Prof. Dr. Boshir Ahmed
153 Superpixel Based Inter-Frame Prediction for Video Coding 2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Md. Eimran Hossain Eimon, Md. Zahirul Islam, Md. Shahid Uz Zaman, Md. Al Mehedi Hasan, Boshir Ahmed 2019 Conference CSE Prof. Dr. Boshir Ahmed
154 Classification Based Inter-Frame Prediction in Video Compression 2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Md. Zahirul Islam, Md. Eimran Hossain Eimon, Boshir Ahmed, Md. Al Mehedi Hasan 2019 Conference CSE Prof. Dr. Boshir Ahmed
155 Improved Subspace Detection based on Minimum Noise Fraction and Mutual Information for Hyperspectral Image Classification International Joint Conference on Computational Intelligence (IJCCI) Md. Rashedul Islam, Md. Ali Hossain and Boshir Ahmed 2018 Conference CSE Prof. Dr. Boshir Ahmed
156 Hybrid Sub-space Detection Technique for Effective Hyperspectral Image Classification International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), DOI: 10.1109/IC4ME2.2018.8465681 Sadia Zaman Mishi, Md. Ali Hossain and Boshir Ahmed 2018 Conference CSE Prof. Dr. Boshir Ahmed
157 Feature Extraction Approach Selection of Non-GO Termed Proteins for the Backup Method of Protein Subcellular Localization Prediction International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), DOI: 10.1109/IC4ME2.2018.8465681 Md. Al Mehedi Hasan, Shamim Ahmad, Boshir Ahmed and Md. Nazrul Islam Mondal 2018 Conference CSE Prof. Dr. Boshir Ahmed
158 A Hybrid Model for Recognizing Handwritten Bangla Characters using Support Vector Machine International Journal of Computer Applications, IJCA,174(1):41-46 Shyla Afroze Boshir Ahmed 2017 Journal CSE Prof. Dr. Boshir Ahmed
159 Bangla Optical Character Recognition through Segmentation using Curvature Distance and Multilayer Perceptron Algorithm International Conference on Electrical, Computer and Communication Engineering (ECCE), Pages: 253-257. ISBN 978-1-5090-5627-9 Shyla Afroge, Boshir Ahmed and Md. Ali Hossain 2017 Conference CSE Prof. Dr. Boshir Ahmed
160 An Adaptive Background Modeling Based on Modified Running Gaussian Average Method International Conference on Electrical, Computer and Communication Engineering (ECCE), Pages: 524-527. ISBN 978-1-5090-5627-9 Md. Asifur Rahman, Boshir Ahmed, Md. Ali Hossain and Md. Nazrul Islam Mondal 2017 Conference CSE Prof. Dr. Boshir Ahmed
161 Feature Mining for Effective Subspace Detection and Classification of Hyperspectral Images International Conference on Electrical, Computer and Communication Engineering (ECCE), Pages: 544-547, ISBN 978-1-5090-5627-9 Hasin-E-Jannat, Md. Ali Hossain, Boshir Ahmed, and Md. Al Mamun 2017 Conference CSE Prof. Dr. Boshir Ahmed
162 Effective Subspace Detection based on Cross Cumulative Residual Entropy for Hyperspectral Image Classification International Conference on Electrical, Computer and Communication Engineering (ECCE), Pages: 548-551. ISBN 978-1-5090-5627-9 Md. Ali Hossain, Boshir Ahmed, Suhrid Shakhar Ghosh and Md. Nazrul Islam Mondal 2017 Conference CSE Prof. Dr. Boshir Ahmed
163 predMultiLoc-Gneg: Predicting subcellular localization of gram-negative bacterial proteins using feature selection in gene ontology space and resolving the data imbalance issue International Conference on IEEE Region 10 Humanitarian Technology Conference (R10-HTC), DOI:10.1109/R10-HTC.2017.8288918. Md. Al Mehedi Hasan, Shamim Ahmad, Boshir Ahmed and Md. Nazrul Islam Mondal 2017 Conference CSE Prof. Dr. Boshir Ahmed
164 A Deep Domain Adaption Approach for Object Recognition Using Multiple Model Consistency Analysis 9th International Conference on Electrical and Computer Engineering, (ICECE), Pages: 562-565. ISBN 978-1-5090-2963-1 Biprodip Pal and Boshir Ahmed 2016 Conference CSE Prof. Dr. Boshir Ahmed
165 Neighbourhood Consistency Based Deep Domain Adaption Analysis for Multi Category Object Detection 19th International Conference on Computer and Information Technology(ICCCIT), Pages: 395-398. ISBN 978-1-5090-4090-2 Biprodip Pal and Boshir Ahmed 2016 Conference CSE Prof. Dr. Boshir Ahmed
166 Optical Character Recognition Using Back Propagation Neural Network International Conference on Electrical, Computer and Telecommunication Engineering, (ICECTE) S. Afroge, B. Ahmed and F. Mahmud 2016 Conference CSE Prof. Dr. Boshir Ahmed
167 Land Cover Classification for Satellite Images based on Normalization Technique and Artificial Neural Network 1st International Conference on Computer and Information Engineering, (ICCIE) Boshir Ahmed and Md. Abdullah Al Noman 2015 Conference CSE Prof. Dr. Boshir Ahmed
168 Multi-temporal FFT Regression 1st International Conference on Computer and Information Engineering, (ICCIE) Md Al Mamun, Md. Nazrul Islam Mondal, Boshir Ahmed, Md. Shahid Uz Zaman and Shyla Afroge 2015 Conference CSE Prof. Dr. Boshir Ahmed
169 Reconstruction of Temporal Images by Gradient Based Sequential Prediction International Journal of Computer Applications, IJCA,102(9):12-16. Boshir Ahmed, Md. Al Mamun and Md. Mortuza Ali 2014 Journal CSE Prof. Dr. Boshir Ahmed
170 Non-Linear adaptive Temporal Compression of Satellite Images International Journal of Innovative Research of Computer Science & Technology,IJIRCST, 2(4):16-18 Boshir Ahmed, Md. Al Mamun and Md. Mortuza Ali 2014 Journal CSE Prof. Dr. Boshir Ahmed
171 Evaluating Temporal Uncertainty of Multi-temporal Images for Geographical Deviance International Journal of Computer Applications, IJCA, 103(14):14-18 Md. Al Mamun, Boshir Ahmed and Md. Nazrul Islam Mondal 2014 Journal CSE Prof. Dr. Boshir Ahmed
172 An Algorithm to Remove Asynchronous RAMs in Circuits with Cycles for FPGAs International Journal of Innovative Research of Computer Science & Technology,IJIRCST, 2(5):65-69 Md. Nazrul Islam Mondal, Md. Al Mamun and Boshir Ahmed 2014 Journal CSE Prof. Dr. Boshir Ahmed
173 RSA Cryptography Using Our Designed Processor and MicroBlaze Soft Processor in FPGAs International Journal of Computer Applications, IJCA, 104(8):25-31 Md. Nazrul Islam Mondal, Md. Al Mamun and Boshir Ahmed 2014 Journal CSE Prof. Dr. Boshir Ahmed
174 Change Detection-aided Single Linear Prediction of Multi-temporal Satellite Images 17th International Conference on Computer and Information Technology, (ICCIT): 332-335 Md. Al Mamun, Boshir Ahmed and Md. Nazrul Islam Mondal 2014 Conference CSE Prof. Dr. Boshir Ahmed
175 Cloud detection of satellite images by outlier removal method of single linear model International Conference on Electrical, Computer and Telecommunication Engineering, (ICECTE), pages 155-159, ISBN: 978-984-33-5879-0 Dr. Md. Al Mamun, Boshir Ahmed, Md. Arafat Hossain 2012 Conference CSE Prof. Dr. Boshir Ahmed
176 Automatic Road Extractions from High Resolution Satellite Imagery using Road Intersection Model in Urban Area International Journal of Computer Engineering and Intelligent Systems, IISTE, 2(4): 82-93, ISSN 2222-1719 (Paper) ISSN 2222-2863 (Online) Boshir Ahmed and Dr. Md. Fayzur Rahman 2011 Journal CSE Prof. Dr. Boshir Ahmed
177 Simulation, Analysis and performance comparison among different Routing Protocols for wireless sensor Network International Journal of Computer Engineering and Intelligent Systems, IISTE, 2(4): 61-71, ISSN 2222-1719 (Paper) ISSN 2222-2863 (Online) Boshir Ahmed, Md. Khaled Ben Islam and Julia Rahman 2011 Journal CSE Prof. Dr. Boshir Ahmed
178 A modified and cost effective approach to extractions of Intersections from high resolution satellite imagery in different areas International Journal of University of Liberals Arts, ULAB, Volume 2, pages 25-30, ISSN 2079-4398 Boshir Ahmed and Dr. Md. Fayzur Rahman 2011 Journal CSE Prof. Dr. Boshir Ahmed
179 Automatic Road Extraction LAMBERT Academy Publishing, Germany. ISBN: 978-3-84653-3508-0 Boshir Ahmed and Dr. Md. Fayzur Rahman 2011 Book CSE Prof. Dr. Boshir Ahmed
180 sBAM in Solving Salesman Problem: A Cost Effective Algorithm sBAM Comparison to Genetic Algorrithm for Solving the Traveling Salesman Problem LAMBERT Academy Publishing, Germany. ISBN: 978-3-8383-8370-5 Boshir Ahmed and Abdullah Al Muhammad 2010 Book CSE Prof. Dr. Boshir Ahmed
181 Face Recognition System Using Principal Component Analysis International Journal of Systems Simulation, 4(2): 53-57, ISSN: 0975-2080 Md. Ali Hossain, Boshir Ahmed, Anjan Saha 2010 Journal CSE Prof. Dr. Boshir Ahmed
182 Real Time Speaker Identification: An Approach to the Implementation of Real Time Speaker Identification System by Using Artificial Neural Network LAMBERT Academy Publishing, Germany. ISBN: 978-3-8383-8630-0 Boshir Ahmed and Mahmuda Ashrafi 2010 Book CSE Prof. Dr. Boshir Ahmed
183 Automatic Extractions of Road Intersections from Satellite Imagery in Urban Areas 6th International Conference on Electrical and Computer Engineering (ICECE-2010), Pages: 686-689. ISBN 984-300-002131-3 Boshir Ahmed, Md. Ali Hossain and Md. Ariful Islam 2010 Conference CSE Prof. Dr. Boshir Ahmed
184 Performance Analysis of Wireless Sensor Network (WSN) for IEEE 802.15.4 Standard International Conference on Electronics, Computer and communication (ICECC) Pages: 895-898. ISBN 984-300-002131-3 Boshir Ahmed, Md. Murad Hossain, Kowshik Brota Paul, Md. Al Mehedi Hasan, Md. Jahanir Alam 2008 Conference CSE Prof. Dr. Boshir Ahmed
185 A Real Time Speaker Identification using Artificial Neural Network 10th International Conference on Computer and Information Technology (ICCIT) Md. Murad Hossain, Boshir Ahmed, Mahmuda Asrafi 2007 Conference CSE Prof. Dr. Boshir Ahmed
186 Design of A Work Optimal Rake Receiver And Performance Analysis Among Various Receivers 2nd National Conference on Communication and Information Security (NCCIS) Md. Jahangir Alam, Dr. Md. Shahid Uz Zaman, Boshir Ahmed, Md. Murad Hossain, Md. Abdulla Al Mamun 2007 Conference CSE Prof. Dr. Boshir Ahmed
187 Real Time Implementation of CDMA Encoding-Decoding by TMS320C50 DSP Kit 2nd National Conference on Communication and Information Security (NCCIS) Md. Jahangir Alam, Dr. Md. Shahid Uz Zaman, Boshir Ahmed, Md. Murad Hossain, Md. Abdulla Al Mamun, Razia Sultana 2007 Conference CSE Prof. Dr. Boshir Ahmed
188 Simulation of CDMA Encoding and Decoding Technique Considering the Effect of Gaussian Noise 2nd National Conference on Communication and Information Security (NCCIS) Md. Jahangir Alam, Dr. Md. Shahid Uz Zaman, Boshir Ahmed, Md. Murad Hossain, Md. Abdulla Al Mamun, Razia Sultana 2007 Conference CSE Prof. Dr. Boshir Ahmed
189 The Fastest New Algorithm for Large Number Multiplication by Taking Eight Digits at a Time 4th International Conference on Electrical Engineering (ICEE) & 2nd Annual Paper Meet (APM), pages 143-146 Md. Nazrul Islam Mondal, Md. Sadique Sarwar, Boshir Ahmed and Md. Rabiul Islam 2006 Conference CSE Prof. Dr. Boshir Ahmed
190 Reducing the Booting Time in Linux Environment 4th International Conference on Electrical Engineering (ICEE) & 2nd Annual Paper Meet (APM), pages 143-146 Md. Nazrul Islam Mondal, Murshed Ahmmad Khan, Md. Faruk Hossain Chowdhury and Boshir Ahmed 2006 Conference CSE Prof. Dr. Boshir Ahmed
191 Design and Implementation of Constant Water Level and Temperature Control of an Overhead Tank Using Fuzzy Logic Controller 4th International Conference on Electrical Engineering (ICEE) & 2nd Annual Paper Meet (APM), pages 143-146 Md. Nazrul Islam Mondal, Md. Rabiul Islam, Md. Shamsul Alam , Md. Waselul Haque and Boshir Ahmed 2006 Conference CSE Prof. Dr. Boshir Ahmed
192 Improvements in Existing Offline Bangla Character Recognition Techniques Introducing Sustainability to Rotation and Noise 2nd National Conference on Computer Processing of Bangla (NCCPB), Pages: 163 - 170. ISBN 984-32-1983-2 Abu Sayed Md. Sohail, Md. Rabiul Islam, Boshir Ahmed and M. A. Mottalib 2005 Conference CSE Prof. Dr. Boshir Ahmed
193 An Approach of Solving Traveling Salesman Problem by using Genetic Algorithm and Ant Colony System and Performance Comparison between them 8th international Conference on Computer and Information Technology (ICCIT), Pages: 81 - 85. ISBN 984-32-2873-1. Boshir Ahmed, Mohammad Tariqul Islam, Kazi Abu Taleb, Abu Sayeed Md. Sohail and M. A. Mottalib 2005 Conference CSE Prof. Dr. Boshir Ahmed
194 Hybrid Admission Control Architecture of Fault Tolerant Video on Demand Services over IP Network Fourth International Conference on Intelligent Multimedia Networking (IMMCN 2005) in Conjunction with 8th International Conference on Information System, (ICIS 2005), pages 811-814 Md. Shamsul Alam, Md. Mahmudul Hasan, Md. N. I. Mondal, Boshir Ahmed, R. B. Zulfiker 2005 Conference CSE Prof. Dr. Boshir Ahmed
195 Application of Heuristic MMKP in Admission Control and QoS Adaptation for Distributed Video on Demand Service Eleventh International Conference on Distributed Multimedia Systems, (DMS'2005), Md. Shamsul Alam, S.M.Kamrul Hasan, A.S.M. Sohail, Mahmudul Hasan, Boshir Ahmed 2005 Conference CSE Prof. Dr. Boshir Ahmed
196 Progressive Boosting for Classifier Committee Learning published at Lecture Notes in Computer Science, Springer Berlin / Heidelberg, 0302-9743 (Print) 1611-3349 (Online), January 11, 2005 Md. Waselul Haque Sadid, Md. Nazrul Islam Mondal, Md. Shamsul Islam, Abu Sayed Md. Sohail and Boshir Ahmed 2005 Conference CSE Prof. Dr. Boshir Ahmed
197 A Comparative Study on Different n-Segment Displays for Bangla Numerals to design a 10-Segment Display with More Simplicity and Accuracy 1st National Conference on Computer Processing of Bangla (NCCPB), Pages: 108-114. ISBN 984-32-1112-4 K. M. Khaled Ahsan Talukder, Boshir Ahmed, Md. Abdur Razzaqueand Md. Marufur Rahman 2004 Conference CSE Prof. Dr. Boshir Ahmed
198 Development of A Network Based Bangla Ticket Reservation System Using Java RMI 1st National Conference on Computer Processing of Bangla (NCCPB), Pages: 133-138. ISBN 984-32-1112-4. N. K. Zaman, Md. Abdur Razzaque,A. K. M. Khaled Ahsan Talukder and Boshir Ahmed 2004 Conference CSE Prof. Dr. Boshir Ahmed
199 A Framework for Semantic Transfer of Bangla Sentences for Knowledge Based English-Bangla Machine Translation System 1st National Conference on Computer Processing of Bangla (NCCPB), Pages: 150-158. ISBN 984-32-1112-4. N. K. Zaman, Md. Abdur Razzaque,A. K. M. Khaled Ahsan Talukder, Boshir Ahmed and Md. Marufur Rahman 2004 Conference CSE Prof. Dr. Boshir Ahmed
200 A Heuristic Solution of the Multiple-Choice Multiple-Dimension Knapsack Problem by Constructing Convex Hull in Parallel Method 2nd International Conference on Computer Science and its Applications (ICCSA), Pages: 105-109. ISBN 0-9742448-1-3 Boshir Ahmed Md. Abdullah-Al-Muqim and Md. Waselul Haque Sadid 2004 Conference CSE Prof. Dr. Boshir Ahmed
201 JHI (Java Hardware Interface): Development of A New Hardware Interfacing Tool For Java 3rd International Conference on Electrical & Computer Engineering (ICECE), Pages: 279-282 ISBN 984-32-1804-4. Boshir Ahmed and A. K. M. Khaled Ahsan Talukder 2004 Conference CSE Prof. Dr. Boshir Ahmed
202 Development of Network Based Bangla Ticket Reservation System Using Java Servlet and JDBC Technology International Conference on Electrical, Electronics Computer Engineering (ICEECE), Pages: 32-36. ISBN 984-31-1528-7 Md. Abdur Razzaque and Boshir Ahmed 2003 Conference CSE Prof. Dr. Boshir Ahmed
203 Comparative Analysis of Deep Learning Algorithms Based on Surface Image Classification 2021 International Conference on Science & Contemporary Technologies (ICSCT) Rawnak Yazdani, Emrana Kabir Hashi 2021 Conference CSE Emrana Kabir Hashi
204 Developing a Hyperparameter Tuning Based Machine Learning Approach of Heart Disease Prediction Journal of Applied Science & Process Engineering (JASPE) Emrana Kabir Hashi and Md Shahid Uz Zaman 2020 Journal CSE Emrana Kabir Hashi
205 A Hybrid System to Improve the Performance of Diabetes Disease Prediction using Genetic Algorithm International Journal of Innovative Technology and Exploring Engineering (IJITEE) Emrana Kabir Hashi and Md Shahid Uz Zaman 2019 Journal CSE Emrana Kabir Hashi
206 Statistical Approach for Classifying Sentiment Reviews by Reducing Dimension using Truncated Singular Value Decomposition IEEE Asmaul Husna, Habibur Rahman, Emrana Kabir Hashi 2019 Conference CSE Emrana Kabir Hashi
207 An expert clinical decision support system to predict disease using classification techniques Electrical, Computer & Communication Engineering (ECCE) Emrana Kabir Hashi, Md. Shahid Uz Zaman, and Md. Rokibul Hasan 2017 Conference CSE Emrana Kabir Hashi
208 Developing Diabetes Disease Classification Model using Sequential Forward Selection Algorithm International Journal of Computer Applications (IJCA) Emrana Kabir Hashi, Md Shahid Uz Zaman and Md Rokibul Hasan 2017 Journal CSE Emrana Kabir Hashi
209 GIS based heuristic solution of the Vehicle Routing Problem to optimize the school bus routing and scheduling Computer and Information Technology (ICCIT) Emrana Kabir Hashi, Md Rokibul Hasan, and Md Shahid Uz Zaman 2016 Conference CSE Emrana Kabir Hashi
210 A heuristic solution of the Vehicle Routing Problem to optimize the office bus routing and scheduling using Clarke & Wright's savings algorithm Computer and Information Engineering (ICCIE) Emrana Kabir Hashi, Md Rokibul Hasan, and Md Shahid Uz Zaman 2015 Conference CSE Emrana Kabir Hashi
211 Plant Disease Detection Based on YOLOv3 and YOLOv4 IEEE Apu Shill; Md Asifur Rahman 2021 Conference CSE Md. Asifur Rahman
212 An adaptive background modeling based on modified running Gaussian average method IEEE Md Asifur Rahman, Dr. Boshir Ahmed, Dr. Md. Ali Hossain, Dr. Md. Nazrul Islam Mondal 2017 Conference CSE Md. Asifur Rahman
213 Segmentation-based linear discriminant analysis with information theoretic feature selection for hyperspectral image classification International Journal of Remote Sensing, Taylor & Francis, Vol;44, Issue: 11, Pages 3412-3455 Masud Ibn Afjal, Md. Nazrul Islam Mondal, Md. Al Mamun 2023 Journal CSE Prof. Dr. Md. Al Mamun
214 A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders IEEE Access S. M. Mahedy Hasan, M. P. Uddin, M. A. Mamun, M. I. Sharif, A. Ulhaq, G. Krishnamoorthy 2023 Journal CSE Prof. Dr. Md. Al Mamun
215 Breast Cancer Histopathological Image Classification Using an Ensemble of Deep Convolutional Neural Networks 26th International Conference on Computer and Information Technology (ICCIT), 2023 F. Parvin, M. A. M. Hasan, B. Ahmed, M. A. Mamun and S. M. K. Parvej 2023 Conference CSE Prof. Dr. Md. Al Mamun
216 Spatial Attention-guided Deep Learning for Accurate Kidney Disease Classification in CT Scans 26th International Conference on Computer and Information Technology (ICCIT), 2023. M. N. Islam, M. A. Mamun, M. F. Faruk, A. Y. Srizon, S. M. M. Hasan and B. Roy, 2023 Conference CSE Prof. Dr. Md. Al Mamun
217 An Investigation of Hyperparameters Optimization and Feature Reduction Techniques: Predicting Airline Passenger Satisfaction Using Machine Learning Models 26th International Conference on Computer and Information Technology (ICCIT), 2023. F. Islam, M. F. Faruk, S. M. M. Hasan, F. Akter, A. Y. Srizon, M. R. Hossain, M. A. Mamun, M. N. Islam and M. F. Hossain 2023 Conference CSE Prof. Dr. Md. Al Mamun
218 Bushfire Classification from Satellite Imagery using Deep Learning 26th International Conference on Computer and Information Technology (ICCIT), 2023. M. F. Shakib and M. A. Mamun 2023 Conference CSE Prof. Dr. Md. Al Mamun
219 Predicting Brain Tumor Region from MRI FLAIR Images using Ensemble Method 26th International Conference on Computer and Information Technology (ICCIT), 2023. P. Chakroborty, S. Z. Mishu, M. A. Mamun, M. A. Hossain and A. Y. Srizon 2023 Conference CSE Prof. Dr. Md. Al Mamun
220 Enhancing Federated Learning with Globally Shared Model:A Modified FedAVG Approach (GSM-FedAVG) 6th International Conference on Electrical Information and Communication Technology (EICT), 2023. O. B. Tanmoy, M. A. Mamun, S. Hasan and A. Anwar 2023 Conference CSE Prof. Dr. Md. Al Mamun
221 Improving Classification of Lung Abnormalities in Chest X-ray Images through Attention-guided Lightweight Convolutional Neural Network International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), 2023, Gazipur, Bangladesh M. R. Haque and M. A. Mamun 2023 Conference CSE Prof. Dr. Md. Al Mamun
222 Leveraging Attention Mechanism to Enhance EfficientNet for Precise Analysis of Chest CT Images 2nd International Conference on Big Data, IoT and Machine Learning: BIM 2023, Springer Singapore, 2023. M. R. Haque and M. A. Mamun 2023 Conference CSE Prof. Dr. Md. Al Mamun
223 Large Ensemble of Transfer-Learned Models for Plant Disease Recognition from Diverse Leaf Image 2nd International Conference on Big Data, IoT and Machine Learning, pp. 1-15. Taylor & Francis, 2023. Maria Chowdhury, Azmain Yakin Srizon, Tahsen Islam Sajon, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, Ananya Sarker, Md. Al Mamun, Md. Rakibul Haque and Md. Rakib Hossain 2023 Conference CSE Prof. Dr. Md. Al Mamun
224 Multi-Class Brain Tumor Classification with DenseNet Based Deep Learning Features and Ensemble of Machine Learning Approaches 2nd International Conference on Big Data, IoT and Machine Learning, pp. 1-15. Springer, 2023. Shakil Mahmud Shuvo, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Tahsen Islam Sajon, S. M. Mahedy Hasan, Anirban Barai, A. F. M. Minhazur Rahman and Md. Al Mamun 2023 Conference CSE Prof. Dr. Md. Al Mamun
225 Attention Mechanism-enhanced Deep CNN Architecture for Precise Multi-Class Leukemia Classification 2nd International Conference on Big Data, IoT and Machine Learning, pp. 1-15. Springer, 2023. Tahsen Islam Sajon, Barsha Roy, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Shakil Mahmud Shuvo, Md. Al Mamun, Abu Sayeed and S. M. Mahedy Hasan 2023 Conference CSE Prof. Dr. Md. Al Mamun
226 Enhancing Waste Categorization Using Ensemble of Transfer Learning and Light-Weight Convolutional Neural Network 2023 International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), pp. 1-6. IEEE, 2023. Azmain Yakin Srizon, Ananya Sarker, Md. Al Mamun, Md. Farukuzzaman Faruk and S. M. Mahedy Hasan. 2023 Conference CSE Prof. Dr. Md. Al Mamun
227 iACP-MultiCNN: Multi-channel CNN based anticancer peptides identification Analytical Biochemistry, Vol: 650 Abu Zahid Bin Aziz, Md. Al Mehedi Hasan, Shamim Ahmad, Md. Al Mamun, Jungpil Shin, Md Rahat Hossain 2022 Journal CSE Prof. Dr. Md. Al Mamun
228 Segmented Linear Discriminant Analysis for Hyperspectral Image Classification 12th International Conference On Electrical and Computer Engineering (ICECE), 2022 Md. Masud Idn Afjal, Md. Nazrul Islam Mondal, Md. Al Mamun 2022 Conference CSE Prof. Dr. Md. Al Mamun
229 Prediction of Dengue using Machine Learning Algorithms: Case Study Dhaka International Conference on Electrical, Computer and Telecommunication, ICECTE 2022 Md. Touhid, Md. Al Mamun 2022 Conference CSE Prof. Dr. Md. Al Mamun
230 Spectrally Segmented Linear Discriminant Analysis for Hyperspectral Image Classification 25th International Conference on Computer and Information Technology (ICCIT), 2022 Md. Masud Idn Afjal, Md. Nazrul Islam Mondal, Md. Al Mamun, 2022 Conference CSE Prof. Dr. Md. Al Mamun
231 A Lightweight CNN Architecture for Chest X-ray Images Analysis to Facilitate Early Stage Detection of Lung Diseases 25th International Conference on Computer and Information Technology (ICCIT), 2022 Md Rakibul Hoque, Md. Al Mamun, 2022 Conference CSE Prof. Dr. Md. Al Mamun
232 Enhanced Steganography Technique via Visual Cryptography and Deep Learning International Conference on Big Data, IoT, and Machine Learning. Lecture Notes on Data Engineering and Communications Technologies, vol 95. Springer, Singapore T. Seuti, M. A. Mamun, A. H. M. S. Sattar 2022 Conference CSE Prof. Dr. Md. Al Mamun
233 Feature Fusion Based Effective Brain Tumor Detection Approach Using MRI 25th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, 2022, pp. 611-616. F. Parvin and M. A. Mamun 2022 Conference CSE Prof. Dr. Md. Al Mamun
234 Improved Folded‐PCA for Efficient Remote Sensing Hyperspectral Image Classification Taylor & Francis Geocarto International Md. Palash Uddin, Md. Al Mamun, Md. Ali Hossain 2021 Journal CSE Prof. Dr. Md. Al Mamun
235 Information‐theoretic feature selection with segmentation‐based folded principal component analysis (PCA) for hyperspectral image classification Taylor & Francis International Journal of Remote Sensing Md. Palash Uddin, Md. Al Mamun, Masud Ibn Afjal, Md. Ali Hossain 2021 Journal CSE Prof. Dr. Md. Al Mamun
236 An Efficient Lossless Compression Technique for Remote Sensing Images using Segmentation based Band Reordering Heuristics Taylor & Francis International Journal of Remote Sensing Masud Ibn Afjal, Md. Palash Uddin, Md. Al Mamun, and Md. Abu Marjan 2021 Journal CSE Prof. Dr. Md. Al Mamun
237 PCA‐based Dimensionality Reduction for Face Recognition TELKOMNIKA (Telecommunication Computing Electronics and Control) Md. Abu Marjan, Md. Rashedul Islam, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun, 2021 Journal CSE Prof. Dr. Md. Al Mamun
238 Global Skew Detection and Correction of Document Image Based on Least Square Method and Extensive Connected Component Analysis Innovations in Cyber Physical Systems, pp-429-440, Springer, Singapore Faisal Imran, Md Ali Hossain, Md Al Mamun, Bhupesh Kumar Singh, Tanupriya Choudhury 2021 Journal CSE Prof. Dr. Md. Al Mamun
239 A lightweight 3D‐2D convolutional neural network for spectral‐spatial classification of hyperspectral image IOP Journal of Intelligent & Fuzzy Systems Md Rakibul Haque, Sadia Zaman Mishu, Md. Palash Uddin, Md. Al Mamun 2021 Journal CSE Prof. Dr. Md. Al Mamun
240 Exploring Spectral and Spatial Features Using a Hybrid Approach Combining Stacked AutoEncoder and a Novel Convolutional Neural Network for Hyperspectral Image Classification 24th International Conference on Computer and Information Technology (ICCIT) (pp. 1-6) M.R. Haque, A.Y. Srizon, M. A. Mamun 2021 Conference CSE Prof. Dr. Md. Al Mamun
241 PCA-based Feature Reduction for Hyperspectral Remote Sensing Image Classification IETE Technical Review, Taylor & Francis Md Palash Uddin, Md Al Mamun, Md Ali Hossain 2020 Journal CSE Prof. Dr. Md. Al Mamun
242 Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification Taylor & Francis International Journal of Remote Sensing (IJRS), (IF= 2.976, Q1) Md. Palash Uddin, Md. Al Mamun, Masud Ibn Afjal, and Md. Ali Hossain 2020 Journal CSE Prof. Dr. Md. Al Mamun
243 An efficient lossless compression technique for remote sensing images using segmentation based band reordering heuristics Taylor & Francis International Journal of Remote Sensing, (IF: 2.976) Masud Ibn Afjal, Palash Uddin, Md Al Mamun and Abu Marjan 2020 Journal CSE Prof. Dr. Md. Al Mamun
244 CNN Based Diabetic Retinopathy Status Prediction Using Fundus Images IEEE Region 10 Symposium (TENSYMP) Md. Ahsan Habib Raj, Md. Al Mamun, and Md. Farukuzzaman Faruk 2020 Conference CSE Prof. Dr. Md. Al Mamun
245 Feature Reduction Based On The Fusion Of Spectral And Spatial Transformation For Hyperspectral Image Classification IEEE Region 10 Symposium (TENSYMP) Md. Moazzem Hossain, Md. Ali Hossain, and Md. Al Mamun, Md. Mamun Hossain 2020 Conference CSE Prof. Dr. Md. Al Mamun
246 Semantic Segmentation Of Self-Supervised Dataset And Medical Images Using Combination Of U-Net And Neural Ordinary Differential Equations IEEE Region 10 Symposium (TENSYMP) Md. Atik Ahamed, Md. Ali Hossain, and Md. Al Mamun 2020 Conference CSE Prof. Dr. Md. Al Mamun
247 PCA‐based Feature Reduction for Efficient Hyperspectral Image Classification Taylor & Francis IETE Technical Review Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain, 2020 Journal CSE Prof. Dr. Md. Al Mamun
248 Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification Taylor & Francis International Journal of Remote Sensing, (IF=2.493, Q1) Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain 2019 Journal CSE Prof. Dr. Md. Al Mamun
249 Band Reordering Heuristics for Lossless Satellite Image Compression with 3D-CALIC and CCSDS Elsevier Journal of Visual Communication and Image Representation (JVCI), (IF=2.259, Q1) Masud Ibn Afjal, Md. Al Mamun and Md. Palash Uddin 2019 Journal CSE Prof. Dr. Md. Al Mamun
250 NDVI Based Change Detection in Sundarban Mangrove Forest Using Remote Sensing Data 4th International Conference on Electrical Information and Communication Technology (EICT 2019), KUET, Khulna, Bangladesh S. A. Shimu, M. Aktar, M. I. Afjal, A. M. Nitu, M. P. Uddin and M. A. Mamun 2019 Conference CSE Prof. Dr. Md. Al Mamun
251 Multi-View 3D Object Retrieval using Autoencoder & Deep Embedding Network International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox'sBazar, Bangladesh S. Aktar and M. A. Mamun 2019 Conference CSE Prof. Dr. Md. Al Mamun
252 A Cryptographic Algorithm Based on ASCII and Number System Conversions along with a Cyclic Mathematical Function IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh Mahmudul Hasan Moon, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun, Md. Abu Marjan and Adiba Mahjabin Nitu 2019 Conference CSE Prof. Dr. Md. Al Mamun
253 Comparative Study of Multi-View 3D Object Retrieval with Autoencoder & Deep Embedding Network 21st International Conference of Computer and Information Technology (ICCIT), Dhaka, Bangladesh. S. Aktar, M. A. Mamun and M. A. Hossain 2018 Conference CSE Prof. Dr. Md. Al Mamun
254 Weighted-Correlation based Band Reordering Heuristics for Lossless Compression of Remote Sensing Hyperspectral Sounder Data IEEE International Conference on Advancement in Electrical and Electronic Engineering - (ICAEEE), DUET, Gazipur, Bangladesh. (Best Paper Award) Masud Ibn Afjal, Md. Al Mamun, Md. Palash Uddin 2018 Conference CSE Prof. Dr. Md. Al Mamun
255 An Efficient Technique for Representation and Compression of Bengali Text IEEE International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, Bangladesh. Md Farhad Mokter, Sumya Akter, Md. Palash Uddin, Masud Ibn Afjal, Md. Al Mamun and Md. Abu Marjan 2018 Conference CSE Prof. Dr. Md. Al Mamun
256 Brain Tumor Detection Using Anisotropic Filtering, SVM Classifier and Morphological Operation from MR Images IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh. M. H. O. Rashid, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin 2018 Conference CSE Prof. Dr. Md. Al Mamun
257 Comparative Analysis of K-Means and Bisecting K-Means Algorithms for Brain tumor detection IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh. Md. Rajib Mahmud, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin 2018 Conference CSE Prof. Dr. Md. Al Mamun
258 Comparative Analysis of Classification Approaches for Heart Disease Prediction IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh. S. M. Mahedy Hasan, Md. Al Mamun, Md. Palash Uddin and Md. Ali Hossain 2018 Conference CSE Prof. Dr. Md. Al Mamun
259 Band Reordering Heuristic for Lossless Satellite Image Compression with CCSDS IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), Rajshahi, Bangladesh. Masud Ibn Afjal, Md. Al Mamun, Md. Palash Uddin 2018 Conference CSE Prof. Dr. Md. Al Mamun
260 Comparative Analysis of Classification Approaches for Heart Disease Prediction IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), RU, Rajshahi, Bangladesh. S. M. Mahedy Hasan, Md. Al Mamun, Md. Palash Uddin and Md. Ali Hossain 2018 Conference CSE Prof. Dr. Md. Al Mamun
261 Comparative Analysis of K-Means and Bisecting K-Means Algorithms for Brain tumor detection IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), RU, Rajshahi, Bangladesh. Md. Rajib Mahmud, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin 2018 Conference CSE Prof. Dr. Md. Al Mamun
262 Statistical Similarity Based Change Detection for Multitemporal Remote Sensing Images Journal of Electrical and Computer Engineering Mumu Aktar, Md. Al Mamun, Md. Ali Hossain 2017 Journal CSE Prof. Dr. Md. Al Mamun
263 Segmented FPCA for Hyperspectral Image Classification IEEE 3rd International Conference on Electrical Information and Communication Technology (EICT), KUET, Khulna, Bangladesh. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain 2017 Conference CSE Prof. Dr. Md. Al Mamun
264 Feature Extraction for Hyperspectral Image Classification IEEE 5th Region 10 Humanitarian Technology Conference (R10HTC), BUET, Dhaka, Bangladesh. (Best Paper Award). Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain 2017 Conference CSE Prof. Dr. Md. Al Mamun
265 Improved Feature Extraction Using Segmented FPCA for Hyperspectral Image Classification IEEE 2nd International Conference on Electrical & Electronic Engineering (ICEEE), RUET, Rajshahi, Bangladesh. Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain 2017 Conference CSE Prof. Dr. Md. Al Mamun
266 Satellite Image Compression Using Integer Wavelet Regression International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox’s Bazar, Bangladesh. Md. Al Mamun, Md. Ali Hossain, Md. Nazrul Islam Mondal and Mumu Aktar 2017 Conference CSE Prof. Dr. Md. Al Mamun
267 Feature Mining for Effective Subspace Detection and Classification of Hyperspectral Images International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox’s Bazar, Bangladesh. Md. Ali Hossain, Hasin-E-Jannat, Boshir Ahmed and Md. Al Mamun 2017 Conference CSE Prof. Dr. Md. Al Mamun
268 Exploiting Parallelism for Faster Implementation of Bubble Sort Algorithm Using FPGA 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Bangladesh. 16. Ashrak Lipu, Ruhul Amin, Md. Nazrul Islam Mondal, Md. Al Mamun 2016 Conference CSE Prof. Dr. Md. Al Mamun
269 Weighted Normalized Mutual Information Based Change Detection In Remote Sensing Images 19th International Conference on Computer & Information Technology (ICCIT), NSU, Dhaka, Bangladesh. Mumu Aktar, Md. Al Mamun, Md. Ali Hossain and Md. Shamimur Rahman Shuvo 2016 Conference CSE Prof. Dr. Md. Al Mamun
270 Assessment of Temporal Features for Geographical Localisation of Satellite Images Research & Reviews: Journal of Ecology (RRJoE),eISSN: 2278–2230, Volume-5, Issue-1. Md. Al Mamun, Md. Nazrul Islam Mondal, Biprodip Pal 2016 Journal CSE Prof. Dr. Md. Al Mamun
271 Multiple Linear Mixture Model Regression Scheme 19th International Mathematics conference (IMC), Brac University, Dhaka. Md. Al Mamun, Mumu Aktar, Md. Shahid Uz Zaman 2015 Conference CSE Prof. Dr. Md. Al Mamun
272 Multi-temporal FFT regression International Conference on Computer and Information Engineering (ICCIE), pp. 134-137, Rajshahi, Bangladesh. M. A. Mamun, M. N. I. Mondal, B. Ahmed, M. S. U. Zaman and S. Afroge 2015 Conference CSE Prof. Dr. Md. Al Mamun
273 Closest class measure based subspace detection for hyperspectral image classification International Conference on Computer and Information Engineering (ICCIE), Rajshahi, Bangladesh. M. A. Hossain, M. A. Mamun, S. U. Zaman and M. N. I. Mondal 2015 Conference CSE Prof. Dr. Md. Al Mamun
274 Histogram based water quality assessment in satellite images International Conference on Computer and Information Engineering (ICCIE), Rajshahi, Bangladesh. M. Aktar, M. Al Mamun, M. S. R. Shuvo and M. A. Hossain 2015 Conference CSE Prof. Dr. Md. Al Mamun
275 PCA and Back-Propagation Neural Network based Face Recognition System 18th International Conference on Computer & Information Technology (ICCIT), MIST, Dhaka, Bangladesh. Firoz Mahmud, Shyla Afroge, Md. Al Mamun, Abdul Matin 2015 Conference CSE Prof. Dr. Md. Al Mamun
276 Study of Protein Secondary Structure Prediction Using Support Vector Machine International Journal of Innovative Research in Computer Science & Technology (IJIRCST), ISSN: 2347-5552, Volume-3, Issue-6, pp-5-9. Md. Nazrul Islam Mondal, Md. Al Mamun, Shaju Saha 2015 Journal CSE Prof. Dr. Md. Al Mamun
277 Non-linear Elastic Model for Flexible Prediction of Remote Sensed Multi-temporal images IEEE Geoscience and Remote Sensing Letters, (IF= 3.534, Q1) Md. Al Mamun, Xiuping Jia and Mike Ryan 2014 Journal CSE Prof. Dr. Md. Al Mamun
278 Reconstruction of Satellite Images by Multi-temporal Gradient based Sequential Prediction IEEE Geoscience and Remote Sensing Symposium (IGARSS ‘14), pp. 1616-1618, Quebec, Canada. 23. Md. Al Mamun, Xiuping Jia and Md. Ali Hossain 2014 Conference CSE Prof. Dr. Md. Al Mamun
279 Losslesss Transmission of Remote Sensed Multitemporal Images by Multiple Single Linear Model International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, Bangladesh. Md. Al Mamun and Shameemul Haque 2014 Conference CSE Prof. Dr. Md. Al Mamun
280 Change Detection-aided Single Linear Prediction of Multi-temporal Satellite Images 17th International Conference on Computer & Information Technology (ICCIT), DIU, Dhaka, Bangladesh Md. Al Mamun, Md. Nazrul Islam Mondal and Boshir Ahmed 2014 Conference CSE Prof. Dr. Md. Al Mamun
281 RSA Cryptography using our Designed Processor and MicroBlaze Soft Processor in FPGAs International Journal of Computer Applications, vol. 104(8),pp. 25-31. Md. Nazrul Islam Mondal, Md. Al Mamun and Boshir Ahmed 2014 Journal CSE Prof. Dr. Md. Al Mamun
282 Non-Linear Adaptive Temporal Compression of Satellite Images International Journal of Innovative Research in Computer Science & Technology (IJIRCST), ISSN: 2347-5552, volume-2, issue-4, pp.16-18. Boshir Ahmed, Md. Al Mamun, Md. Mortuza Ali 2014 Journal CSE Prof. Dr. Md. Al Mamun
283 Cloud Detection of Satellite Images by Outlier Removal Method of Single Linear Model International Conference on Electrical, Computer and Telecommunication Engineering (ICECTE), Bangladesh. Md. Al mamun, Boshir Ahmed, Md. Arafat Hossain 2012 Conference CSE Prof. Dr. Md. Al Mamun
284 Four-Dimensional Compression for the Lossless Transmission of Remotely Sensed Data Conference on Intelligent Data Understanding (CIDU), CA. Md. Al Mamun, Xiuping Jia and Michael Ryan 2010 Conference CSE Prof. Dr. Md. Al Mamun
285 Optimizing Multitemporal Data Regression for Minimizing Residual Entropy 6th WSEAS International Conference on Remote Sensing (REMOTE ‘10), Iwate, Japan. Md. Al Mamun, Xiuping Jia and Michael Ryan 2010 Conference CSE Prof. Dr. Md. Al Mamun
286 Adaptive Data Compression for Efficient Sequential Transmission and Change Updating of Remote Sensing Images IEEE Geoscience and Remote Sensing Symposium (IGARSS ‘09), Cape Town, South Africa. Md. Al Mamun, Xiuping Jia and Mike Ryan 2009 Conference CSE Prof. Dr. Md. Al Mamun
287 Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating Digital Image Computing: Technology and Applications (DICTA ‘09), Melbourne, Australia. Md. Al Mamun, Xiuping Jia and Mike Ryan 2009 Conference CSE Prof. Dr. Md. Al Mamun
288 Sequential Transmission of Remote Sensing Data Using a Linear Model to Update Change Digital Image Computing: Technology and Applications (DICTA ‘08), Canberra, Australia Md. Al Mamun, Xiuping Jia and Mike Ryan 2008 Conference CSE Prof. Dr. Md. Al Mamun
289 A Multiple Ant Colony System for Dynamic Vehicle Routing Problem with Time Window 3rd International Conference on Convergence Information Technology (ICCIT 2008), Busan, Korea Ashek Ahmmed, Md. Ali Ahsan Rana, Abul Ahsan Md. Mahmudul Haque, Md. Al Mamun 2008 Conference CSE Prof. Dr. Md. Al Mamun
290 Performance Evaluation of Pseudo-Code of Multi-User Environment CDMA Technology International Conference on Convergence Information Technology (ICCIT), Korea. Md. Al Mamun, Md. Mosharaf Hossain, Md. Zahangir Alam, Dr. Md. Shahid Uz Zaman, Ashek Ahmed and Tanjila Kanij 2007 Conference CSE Prof. Dr. Md. Al Mamun
291 An Approach to Develop Handwritten Signature Verification System Using Genetic Algorithm Asian Applied Computing Conference (AACC 2007), Nepal. Tanjila Kanij, Mohammad Barikul Islam and Md. Al Mamun 2007 Conference CSE Prof. Dr. Md. Al Mamun
292 A Distributed Heuristic Algorithm for Multiple Choice Multi-Dimension Knapsack Problem 8th International Conference on Computer and Information Technology (ICCIT-2005), Islamic University of Technology (IUT), Bangladesh. Md. Al Mamun, Md. Waselul Haque Sadid, Sujon Roy 2005 Conference CSE Prof. Dr. Md. Al Mamun
293 Explainable Transformer-Based Deep Learning Model for the Detection of Malaria Parasites from Blood Cell Images Sensor (Q2), MDPI Islam, Md Robiul; Nahiduzzaman, Md; Goni, Md Omaer Faruq; Sayeed, Abu; Anower, Md Shamim; Ahsan, Mominul; Haider, Julfikar; 2022 Journal CSE Abu Sayeed
294 Biomarker identification by reversing the learning mechanism of an autoencoder and recursive feature elimination Molecular Omics, Royal Society of Chemistry Al Abir, Fuad; Shovan, SM; Hasan, Md Al Mehedi; Sayeed, Abu; Shin, Jungpil; 2022 Journal CSE Abu Sayeed
295 Most dominant metabolomic biomarkers identification for lung cancer Informatics in Medicine Unlocked, Elsivier (Q2) Ghosh, Utshab Kumar; Al Abir, Fuad; Rifaat, Nahian; Shovan, SM; Sayeed, Abu; Hasan, Md Al Mehedi; 2022 Journal CSE Abu Sayeed
296 BengaliNet: A Low-Cost Novel Convolutional Neural Network for Bengali Handwritten Characters Recognition Applied Sciences (Q1), MDPI Sayeed, Abu; Shin, Jungpil; Hasan, Md Al Mehedi; Srizon, Azmain Yakin; Hasan, Md Mehedi; 2021 Journal CSE Abu Sayeed
297 Deep Learning Based Air-Writing Recognition with the Choice of Proper Interpolation Technique Sensor (Q2), MDPI Abir, Fuad Al; Siam, Md Al; Sayeed, Abu; Hasan, Md Al Mehedi; Shin, Jungpil; 2021 Journal CSE Abu Sayeed
298 Dimension Reduction Using Supervised LDA and Unsupervised PCA and 3D CNN for Classification of Hyper-spectral Image 6th International Conference on Engineering Research, Innovation and Education Shahjalal University of Science and Technology Sylhet, Bangladesh, February 26-28, 2021 Jannat, Tasmia; Sayeed, Abu; 2021 Conference CSE Abu Sayeed
299 Classification of Skin Lesions Using Transfer-learned CNN and Feature Concatenation 6th International Conference on Engineering Research, Innovation and Education Shahjalal University of Science and Technology Sylhet, Bangladesh, February 26-28, 2021 Sadia, Rabeya Tus; Sayeed, Abu; Hasan, Md Al Mehedi; 2021 Conference CSE Abu Sayeed
300 High performance classification of caltech-101 with a transfer learned deep convolutional neural network 2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), IEEE Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi; 2021 Conference CSE Abu Sayeed
301 Improving Performance of a Pre-trained ResNet-50 Based VGGFace Recognition System by Utilizing Retraining as a Heuristic Step 2021 24th International Conference on Computer and Information Technology (ICCIT), IEEE Hasan, Md Mehedi; Hossain, Md Ali; Srizon, Azmain Yakin; Sayeed, Abu; Ahmed, Mohiuddin; Haquek, Md Rakibul; 2021 Conference CSE Abu Sayeed
302 Diabetic Retinopathy Detection using Texture Features and Ensemble Learning 2020 IEEE Region 10 Symposium (TENSYMP) Md. Mahmudul Hasan Sabbir, Abu Sayeed, Md. Ahsan-Uz-Zaman Jamee 2020 Conference CSE Abu Sayeed
303 Transfer Learning based Diabetic Retinopathy Detection with a Novel Preprocessed Layer 2020 IEEE Region 10 Symposium (TENSYMP) Md. Robiul Islam, Md. Al Mehedi Hasan, Abu Sayeed 2020 Conference CSE Abu Sayeed
304 An Improved Class-wise Principal Component Analysis Based Feature Extraction Framework for Hyperspectral Image Classification International Conference on Computing Advancements (ICCA) Asif Ahmmed Joy, Md. Al Mehedi Hasan, Abu Sayeed 2020 Conference CSE Abu Sayeed
305 Bengali Handwritten Compound Characters Recognition by Utilizing Transfer Learning IEEE, 2020 11th International Conference on Electrical and Computer Engineering Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi; 2020 Conference CSE Abu Sayeed
306 Classification of American Sign Language by Applying a Transfer Learned Deep Convolutional Neural Network 2020 23rd International Conference on Computer and Information Technology (IICT)) Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi; 2020 Conference CSE Abu Sayeed
307 High-Performance Object Recognition by Employing a Transfer Learned Deep Convolutional Neural Network 2020 11th International Conference on Electrical and Computer Engineering (ICECE) Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi; 2020 Conference CSE Abu Sayeed
308 -Handwritten Numerals Recognition by Employing a Transfer Learned Deep Convolution Neural Network for Diverse Literature 2020 11th International Conference on Electrical and Computer Engineering (ICECE) Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi; 2020 Conference CSE Abu Sayeed
309 Bengali Handwritten Isolated Compound Characters Recognition by Applying Transfer Learned Deep Convolutional Neural Network 2020 23rd International Conference on Computer and Information Technology (ICCIT) Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi; 2020 Conference CSE Abu Sayeed
310 Accurate Recognition of Leukemia Sub-types by Utilizing a Transfer Learned Deep Convolutional Neural Network 2020 11th International Conference on Electrical and Computer Engineering (ICECE), IEEE Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi; 2020 Conference CSE Abu Sayeed
311 Hand Gesture Recognition Based on Optimal Segmentation in Human-Computer Interaction 2020 3rd IEEE International Conference on Knowledge Innovation and Invention (ICKII), Taiwan Rahim, Md Abdur; Miah, Abu Saleh Musa; Sayeed, Abu; Shin, Jungpil; 2020 Conference CSE Abu Sayeed
312 Classification of sign language characters by applying a deep convolutional neural network 2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT), IEEE Hasan, Md Mehedi; Srizon, Azmain Yakin; Sayeed, Abu; Hasan, Md Al Mehedi; 2020 Conference CSE Abu Sayeed
313 Bengali Sign Language Characters Recognition by Utilizing Transfer Learned Deep Convolutional Neural Network 2020 11th International Conference on Electrical and Computer Engineering (ICECE), IEEE Sayeed, Abu; Hasan, Md Mehedi; Srizon, Azmain Yakin; 2020 Conference CSE Abu Sayeed
314 Target Class Oriented Subspace Detection for Hyperspectral Image Classification by Using Mutual Information and Cross Cumulative Residual Entropy IEEE Region 10 Symposium (TENSYMP) Abu Sayeed, Abdul Alim, Md Ali Hossain, Md. Farukuzzaman Faruk 2019 Conference CSE Abu Sayeed
315 A Comparative Analysis on the Task of Classification for Remote Sensing Hyperspectral Data” Journal of Engineering and Applied Science Abu Sayeed, Md. Ali Hossain and Md. Rabiul Islam 2019 Journal CSE Abu Sayeed
316 Feature Selection and Comparative Analysis of the Supervised Learning Model for Hyperspectral Image Classification 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT) Abu Sayeed, Md. Ali Hossain, Md Rabiul Islam, 2019 Conference CSE Abu Sayeed
317 K-mer Based DNA Methylation Status Prediction Using Support Vector Machine 2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Faruk, Md Farukuzzaman; Sayeed, Abu; 2019 Conference CSE Abu Sayeed
318 Driver Drowsiness Detection Using Face Monitoring and Pressure Measurement Research & Reviews: A Journal of Embeded System & Applications Abu Sayeed, Saad Ahmed Sadi 2017 Journal CSE Abu Sayeed
319 Human Identification on the Basis of Gait Analysis Using Kohonen Self-Organizing Mapping Technique 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Sagor Bakchy, Abu Sayeed, Rabiul Islam 2016 Conference CSE Abu Sayeed
320 Gait Based Person Identification Using Kohonen Self-Organizing Mapping Technique Current Trends in Information Technology Abu Sayeed, Abhijeet Saha, Md. Rabiul Islam 2015 Journal CSE Abu Sayeed
321 A lightweight 3D-2D convolutional neural network for spectral-spatial classification of hyperspectral images Journal of Intelligent and Fuzzy Systems Md. Rakibul Haque, Sadia Zaman Mishu, Md. Palash Uddin and Md. Al Mamun 2022 Journal CSE Sadia Zaman Mishu
322 Folded-PCA Based Hybrid Dimension Reduction for Effective Classification of Hyperspectral Image IEEE International Conference on Computer and Information Technology, ICCIT Sadia Zaman Mishu, Md. Al Mamun, Md. Ali Hossain 2021 Conference CSE Sadia Zaman Mishu
323 Spectral and Spatial Feature Extraction Using Folded PCA and Convolutional Neural Network for Effective Hyperspectral Image Classification IEEE 6th International Conference on Electrical Information and Communication Technology Monoshi Kumar Roy, Sadia Zaman and Md. Al Mamun 2021 Conference CSE Sadia Zaman Mishu
324 Effective subspace detection based on the measurement of both the spectral and spatial information for hyperspectral image classification International Journal of Remote Sensing by Taylor and Francis, Q1(IF 2.976) Sadia Zaman Mishu, Boshir Ahmed, Md. Ali Hossain and Md. Palash Uddin 2020 Journal CSE Sadia Zaman Mishu
325 Hybrid Subspace Detection based on Spectral and Spatial Information for Effective Hyperspectral Image Classification International Journal of Computer Applications (IJCA) Sadia Zaman Mishu and Boshir Ahmed 2019 Journal CSE Sadia Zaman Mishu
326 Spectral-Spatial Feature Extraction Using PCA and Multi-Scale Deep Convolutional Neural Network for Hyperspectral Image Classification IEEE International Conference on Computer and Information Technology (ICCIT) Md. Rakibul Haque and Sadia Zaman Mishu 2019 Conference CSE Sadia Zaman Mishu
327 Performance Analysis of Different Neural Networks for Sentiment Analysis on IMDb Movie Reviews IEEE International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Md. Rakibul Haque, Salma Akter Lima and Sadia Zaman Mishu 2019 Conference CSE Sadia Zaman Mishu
328 RFM Based Market Segmentation Approach Using Advanced K-means and Agglomerative Clustering : A Comparative Study IEEE International Conference on Electrical, computer and Communication Engineering (ECCE) Sabbir Hossain Shihab, Shyla Afroge and Sadia Zaman Mishu 2019 Conference CSE Sadia Zaman Mishu
329 Hybrid Sub-space Detection Technique for Effective Hyperspectral Image Classification IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering Sadia Zaman Mishu, Md. Ali Hossain and Boshir Ahmed 2018 Conference CSE Sadia Zaman Mishu
330 An Adaptive Method for Mining Frequent Itemsets Based on Apriori and FP Growth Algorithm IEEE International Conference on Computer, Communication, Chemical, Material and Electronic Engineering Md. Mahamud Hasan and Sadia Zaman Mishu 2018 Conference CSE Sadia Zaman Mishu
331 Convolutional Recurrent Neural Network for Question Answering IEEE International Conference on Electrical Information and Communication Technology (EICT) M. M Arefin Zaman and Sadia Zaman Mishu 2017 Conference CSE Sadia Zaman Mishu
332 Performance Analysis of Supervised Machine Learning Algorithms for Text Classification IEEE International Conference on Computer and Information Technology (ICCIT) Sadia Zaman Mishu and S. M. Rafiuddin 2016 Conference CSE Sadia Zaman Mishu
333 Identification of Potential and Prognostic Biomarkers for Lung Cancer using Computational, Statistical and Bioinformatics based Approaches PloS One (Impact Factor =3.752) Md. Symun Rabby, Md. Merajul Islam, Sujit Kumar, Md. Maniruzzaman, Md. Al Mehedi Hasan, Yoichi Tomioka, and Jungpil Shin 2025 Journal CSE Dr. Md. Al Mehedi Hasan
334 Parkinson disease detection based on in-air dynamics feature extraction and selection using machine learning Scientific Reports (Impact Factor: 3.8) Jungpil Shin, Abu Saleh Musa Miah, Koki Hirooka, Md Al Mehedi Hasan, and Md Maniruzzaman 2025 Journal CSE Dr. Md. Al Mehedi Hasan
335 Fall recognition using a three stream spatio temporal GCN model with adaptive feature aggregation Scientific Reports (Impact Factor: 3.8) Jungpil Shin, Abu Saleh Musa Miah, Rei Egawa, Koki Hirooka, Md Al Mehedi Hasan, Yoichi Tomioka, and Yong Seok Hwang 2025 Journal CSE Dr. Md. Al Mehedi Hasan
336 Video-Based Human Activity Recognition Using Hybrid Deep Learning Model CMES-Computer Modeling in Engineering and Sciences (Impact Factor =2.5) Jungpil Shin, Md Al Mehedi Hasan, Md Maniruzzaman, Satoshi Nishimura, and Sultan Alfarhood 2025 Journal CSE Dr. Md. Al Mehedi Hasan
337 IsharaNet: A robust nested feature fusion coupled with attention incorporated width scaled lightweight architecture for Bengali sign language recognition Array (Impact Factor =4.5) Md Hasib Al Muzdadid Haque Himel, and Md Al Mehedi Hasan 2025 Journal CSE Dr. Md. Al Mehedi Hasan
338 An effective statistical moment-based feature extraction technique to identify the phosphoglycerylation sites from protein sequences Journal of Molecular Graphics and Modelling (Impact Factor =3.0) Md Sohrawordi, Md Ali Hossain, and Md Al Mehedi Hasan 2025 Journal CSE Dr. Md. Al Mehedi Hasan
339 Statistical and machine learning based platform-independent key genes identification for hepatocellular carcinoma PloS ONE (Impact Factor =3.752) Md. Al Mehedi Hasan, Md Maniruzzaman, Jie Huang, and Jungpil Shin 2025 Journal CSE Dr. Md. Al Mehedi Hasan
340 CARBO: Clustering and Rotation based Oversampling for Class Imbalance Learning Knowledge-Based Systems (Impact Factor: 7.2) Mahit Kumar Paul, Biprodip Pal, AHM Sarowar Sattar, ASM Mustakim Rahman Siddique, and Md. Al Mehedi Hasan 2024 Journal CSE Dr. Md. Al Mehedi Hasan
341 Machine Learning-based ADHD Detection from fNIRs Signal during Reverse Stroop Tasks IEEE Access (Impact factor: 3.476) Md. Maniruzzaman, Koki Hirooka, Yoichi Tomioka, Md. Al Mehedi Hasan (10%), Yong Seok Hwang, Akiko Megumi, Akira Yasumura, and Jungpil Shin 2024 Journal CSE Dr. Md. Al Mehedi Hasan
342 Effective Features Extraction and Selection for Hand Gesture Recognition using sEMG Signal Multimedia Tools and Applications (Impact Factor: 3.0) Abu Saleh Musa Miah, Jungpil Shin, and Md. Al Mehedi Hasan 2024 Journal CSE Dr. Md. Al Mehedi Hasan
343 A Robust Encoder Decoder based Weighted Segmentation and Dual staged Feature Fusion based Meta Classification for Breast Cancer Utilizing Ultrasound Imaging Intelligent Systems with Applications ((Impact: CiteScore 5.6) Md. Hasib Al Muzdadid Haque Himel, Pallab Chowdhury, and Md. Al Mehedi Hasan 2024 Journal CSE Dr. Md. Al Mehedi Hasan
344 Spatial–Temporal Attention with Graph and General Neural Network-Based Sign Language Recognition Pattern Analysis and Applications (Impact Factor: 3.7) Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Yuichi Okuyama, Yoichi Tomioka, and Jungpil Shin 2024 Journal CSE Dr. Md. Al Mehedi Hasan
345 Feature Fusion Based Ensemble of Deep Networks for Acute Leukemia Diagnosis Using Microscopic Smear Images IEEE Access (Impact Factor: 3.4) Md. Hasib Al Muzdadid Haque Himel, Md. Al Mehedi Hasan, Taro Suzuki, and Jungpil Shin 2024 Journal CSE Dr. Md. Al Mehedi Hasan
346 Classification of Hand-Movement Disabilities in Parkinson’s Disease Using a Motion-Capture Device and Machine Learning IEEE Access (Impact factor: 3.476) Jungpil Shin, Masahiro Matsumoto, Md. Maniruzzaman, Md. Al Mehedi Hasan, Koki Hirooka, Yuki Hagihara, Naoki Kotsuki, Satomi Inomata-Terada, Yasuo Terao, and Shunsuke Kobayashi 2024 Journal CSE Dr. Md. Al Mehedi Hasan
347 Dynamic Hand Gesture-Based Person Identification Using Leap Motion and Machine Learning Approaches Computers, Materials & Continua (Impact Factor: 2.0) Jungpil Shin, Md. Al Mehedi Hasan, Md Maniruzzaman, Taiki Watanabe, and Issei Jozume 2024 Journal CSE Dr. Md. Al Mehedi Hasan
348 Sign Language Recognition Using Graph and General Deep Neural Network Based On Large Scale Dataset IEEE Access (Impact factor: 3.476) Miah, Abu Saleh Musa, Md. Al Mehedi Hasan (25%), Satoshi Nishimura, and Jungpil Shin 2024 Journal CSE Dr. Md. Al Mehedi Hasan
349 Hand Gesture Recognition for Multi-Culture Sign Language Using Graph and General Deep Learning Network IEEE Open Journal of the Computer Society (Impact Factor: 5.7) Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Yoichi Tomioka, and Jungpil Shin 2024 Journal CSE Dr. Md. Al Mehedi Hasan
350 Japanese Sign Language Recognition by Combining Joint Skeleton-Based Handcrafted and Pixel-Based Deep Learning Features with Machine Learning Classification Computer Modeling in Engineering & Sciences (Impact Factor: 2.2) Jungpil Shin, Md. Al Mehedi Hasan, Abu Saleh Musa Miah, Kota Suzuki, and Koki Hirooka 2024 Journal CSE Dr. Md. Al Mehedi Hasan
351 Multistage Spatial Attention-Based Neural Network for Hand Gesture Recognition Computers (Impact Factor: 2.8) Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Jungpil Shin, Yuichi Okuyama, Yoichi Tomioka 2023 Journal CSE Dr. Md. Al Mehedi Hasan
352 Dynamic Hand Gesture Recognition using Multi-Branch Attention Based Graph and General Deep Learning Model IEEE Access (Impact factor: 3.9) Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Jungpil Shin 2023 Journal CSE Dr. Md. Al Mehedi Hasan
353 2D Camera Based Air-writing Recognition using Hand Pose Estimation and Hybrid Deep Learning Model Electronics (Impact factor: 2.90) Taiki Watanabe, Md. Maniruzzaman, Md. Al Mehedi Hasan, Hyoun-Sup Lee, Si-Woong Jang, Jungpil Shin 2023 Journal CSE Dr. Md. Al Mehedi Hasan
354 Korean Sign Language Recognition Using Transformer-based Deep Neural Network Applied Sciences (Impact Factor: 2.70) Jungpil Shin, Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Koki Hirooka, Kota Suzuki, Hyoun-Sup Lee, Si-Woong Jang 2023 Journal CSE Dr. Md. Al Mehedi Hasan
355 Periodontal Disease Classification with Color Teeth Images Using Convolutional Neural Networks Electronics (Impact Factor: 2.90) Saron Park, Habibilloh Erkinov, Md. Al Mehedi Hasan, Seoul-Hee Nam, Yu-Rin Kim, Jungpil Shin, Won-Du Chang 2023 Journal CSE Dr. Md. Al Mehedi Hasan
356 Real-to-bin conversion for protein residue distances. Computational Biology and Chemistry (Impact Factor: 3.10) Julia Rahman, MA Hakim Newton, Md. Al Mehedi Hasan, and Abdul Sattar 2023 Journal CSE Dr. Md. Al Mehedi Hasan
357 Multi-Stream General and Graph-Based Deep Neural Networks for Skeleton-Based Sign Language Recognition Electronics (Impact Factor: 2.90) Abu Saleh Musa Miah, Md Al Mehedi Hasan, Si-Woong Jang, Hyoun-Sup Lee, and Jungpil Shin 2023 Journal CSE Dr. Md. Al Mehedi Hasan
358 Optimal Channels and Features Selection based ADHD Detection from EEG Signal using Statistical and Machine Learning Techniques IEEE Access (Impact factor: 3.9) Md. Maniruzzaman, Md. Al Mehedi Hasan, Nobuyoshi Asai, Jungpil Shin 2023 Journal CSE Dr. Md. Al Mehedi Hasan
359 Differentially Expressed Discriminative Genes and Significant Meta-Hub Genes based Key Genes Identification for Hepatocellular Carcinoma using Statistical Machine Learning Scientific Reports (Impact Factor: 4.6) Md. Al Mehedi Hasan, Md. Maniruzzaman, Jungpil Shin 2023 Journal CSE Dr. Md. Al Mehedi Hasan
360 Identifying ADHD for Children with Coexisting ASD from fNIRs Signals using Deep Learning Approach IEEE Access (Impact factor: 3.9) Jungpil Shin, Konnai Sota, Md. Maniruzzaman, Md. Al Mehedi Hasan, Koki Hirooka, Akiko Megumi, Akira Yasumura 2023 Journal CSE Dr. Md. Al Mehedi Hasan
361 Handwriting-based ADHD Detection for Children Having ASD using Machine Learning Approaches IEEE Access (Impact factor: 3.9) Jungpil Shin, Md. Maniruzzaman, Yuta Uchida, Md. Al Mehedi Hasan, Akiko Megumi, 2023 Journal CSE Dr. Md. Al Mehedi Hasan
362 Gene Expression and Metadata based Identification of Key Genes for Hepatocellular Carcinoma using Machine Learning and Statistical Models IEEE/ACM Transactions on Computational Biology and Bioinformatics (Impact factor: 4.5) Md. Al Mehedi Hasan, Md Maniruzzaman, Jungpil Shin 2023 Journal CSE Dr. Md. Al Mehedi Hasan
363 EEG Based Steady-State Visual Evoked Potentials Classification Using MLP and xDAWAN with Riemannian Dimension Reduction 5th Eurasian Conference on Educational Innovation 2022 (ECEI 2022), Keelung, Taiwan. Abu Saleh Musa Miah, Jungpil Shin, Md. Al Mehedi Hasan and Md. Khademul Islam Molla 2022 Conference CSE Dr. Md. Al Mehedi Hasan
364 Online Handwriting Based Adult and Child Classification using Machine Learning Techniques 5th Eurasian Conference on Educational Innovation 2022 (ECEI 2022), Keelung, Taiwan. Jungpil Shin, Md. Al Mehedi Hasan, Md. Maniruzzaman, Akiko Megumi, Akiko Suzuki and Akira Yasumura 2022 Conference CSE Dr. Md. Al Mehedi Hasan
365 Hand Gesture Authentication Using Optimal Feature Selection and Dynamic Time Warping based K-nearest Neighbor 5th International Conference on Electronics, Communications and Control Engineering (ICECC 2022), Fukuoka Institute of Technology, Japan. Jungpil Shin, Md. Al Mehedi Hasan, Md. Maniruzzaman 2022 Conference CSE Dr. Md. Al Mehedi Hasan
366 Machine Learning based Severity Detection of Parkinson disease using hand gesture signal from leap motion (光学的モーションキャプチャー装置によるパーキンソン病患者の手指運動記録と機械学習による重症度分類) 16th Congress on Parkinson's Disease and Movement Disorder, Tokyo, Japan. Jungpil Shin, Yuta Kasuga, Koki Hirooka, Md Al Mehedi Hasan, Shunsuke Kobayashi 2022 Conference CSE Dr. Md. Al Mehedi Hasan
367 Deep transfer learning based Real time fitness movement identification 2022 IEEE International Conference on Automatic Control & Intelligent Systems, Malaysia. Kuan-Yu Chen, Jungpil Shin, Md. Al Mehedi Hasan, Jiun-Jian Liaw 2022 Conference CSE Dr. Md. Al Mehedi Hasan
368 A Hybrid Campus Security System Combined of Face, Number-Plate, and Voice Recognition. International Conference on Recent Trends in Image Processing and Pattern Recognition, Cham: Springer Nature Switzerland. Abu Sayeed, Azmain Yakin Srizon, Md Mehedi Hasan, Jungpil Shin, Md Al Mehedi Hasan, and M. Rasel Mahmud. 2022 Conference CSE Dr. Md. Al Mehedi Hasan
369 Movie Oriented Positive Negative Emotion Classification from EEG Signal using Wavelet transformation and Machine learning Approaches IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), IEEE Miah, Abu Saleh Musa, Jungpil Shin, Md Al Mehedi Hasan, Md Khademul Islam Molla, Yuichi Okuyama, and Yoichi Tomioka 2022 Conference CSE Dr. Md. Al Mehedi Hasan
370 Identification of Children with ADHD from EEG Signals Based on Entropy Measures and Support Vector Machine 10th European Workshop on Visual Information Processing (EUVIP), Norway. Md. Maniruzzaman, Md. Al Mehedi Hasan, Taro Suzuki, Jungpil Shin 2022 Conference CSE Dr. Md. Al Mehedi Hasan
371 Most dominant metabolomic biomarkers identification for lung cancer Informatics in Medicine Unlocked (Scopus indexed, Elsevier) Utshab Kumar Ghosh, Fuad Al Abir, Nahian Rifaat, S. M. Shovan, Abu Sayeed, and Md. Al Mehedi Hasan 2022 Journal CSE Dr. Md. Al Mehedi Hasan
372 Important features selection and classification of adult and child from handwriting using machine learning methods Applied Sciences (Impact Factor: 2.7) Jungpil Shin, Md Maniruzzaman, Yuta Uchida, Md. Al Mehedi Hasan , Akiko Megumi, Akiko Suzuki, and Akira Yasumura. 2022 Journal CSE Dr. Md. Al Mehedi Hasan
373 Biomarker identification by reversing the learning mechanism of an autoencoder and recursive feature elimination Molecular Omics (Impact Factor: 2.9) Fuad Al Abir, S. M. Shovan, Md. Al Mehedi Hasan, Abu Sayeed, and Jungpil Shin 2022 Journal CSE Dr. Md. Al Mehedi Hasan
374 Predicting Children with ADHD Using Behavioral Activity: A Machine Learning Analysis. Applied Sciences (Impact Factor: 2.7) Md Maniruzzaman, Jungpil Shin, and Md. Al Mehedi Hasan 2022 Journal CSE Dr. Md. Al Mehedi Hasan
375 BenSignNet: Bengali Sign Language Alphabet Recognition Using Concatenated Segmentation and Convolutional Neural Network Applied Sciences (Impact Factor: 2.7) Abu Saleh Musa Miah, Jungpil Shin, Md. Al Mehedi Hasan, and Md Abdur Rahim 2022 Journal CSE Dr. Md. Al Mehedi Hasan
376 Gait recognition with wearable sensors using modified residual block-based lightweight CNN IEEE Access (Impact factor: 3.9) Md. Al Mehedi Hasan, Fuad Al Abir, Md Al Siam, and Jungpil Shin 2022 Journal CSE Dr. Md. Al Mehedi Hasan
377 Ensembled Transfer Learning Based Multichannel Attention Networks for Human Activity Recognition in Still Images IEEE Access (Impact factor: 3.9) Hirooka, Koki, Md. Al Mehedi Hasan, Jungpil Shin, and Azmain Yakin Srizon 2022 Journal CSE Dr. Md. Al Mehedi Hasan
378 Multi-channel CNN based anticancer peptides identification Analytical Biochemistry (Impact Factor: 2.9) Abu Zahid Bin Aziz, Md. Al Mehedi Hasan, Shamim Ahmad, Md Al Mamun, Jungpil Shin, and Md Rahat Hossain 2022 Journal CSE Dr. Md. Al Mehedi Hasan
379 Accurately predicting nitrosylated tyrosine sites using probabilistic sequence information Gene (Impact Factor: 3.5) Afrida Rahman, Sabit Ahmed, Md. Al Mehedi Hasan, Shamim Ahmad, and Iman Dehzangi 2022 Journal CSE Dr. Md. Al Mehedi Hasan
380 A stacked meta-ensemble for protein inter-residue distance prediction Computers in Biology and Medicine (Impact Factor: 7.70) Julia Rahman, MA Hakim Newton, Md. Al Mehedi Hasan, and Abdul Sattar 2022 Journal CSE Dr. Md. Al Mehedi Hasan
381 Gender Recognition of Bangla Names Using Deep Learning Approaches Applied Sciences (Impact Factor: 2.7) Md. Humaun Kabir, Faruk Ahmad, Md. Al Mehedi Hasan, Jungpil Shin 2022 Journal CSE Dr. Md. Al Mehedi Hasan
382 Efficient Feature Selection and Machine Learning Based ADHD Detection Using EEG Signal Computers, Materials & Continua (Impact Factor: 3.1) Md. Maniruzzaman, Jungpil Shin, Md Al Mehedi Hasan, and Akira Yasumura 2022 Journal CSE Dr. Md. Al Mehedi Hasan
383 Online Kanji Characters based Writer Identification using Sequential Forward Floating Selection and Support Vector Machine Applied Sciences (Impact Factor: 2.7) Md. Al Mehedi Hasan, Jungpil Shin, Md. Maniruzzaman 2022 Journal CSE Dr. Md. Al Mehedi Hasan
384 Identification of key candidate genes for IgA nephropathy using machine learning and statistics-based bioinformatics models. Scientific Reports (Impact Factor: 4.6) Md. Al Mehedi Hasan, Md, Md Maniruzzaman, and Jungpil Shin 2022 Journal CSE Dr. Md. Al Mehedi Hasan
385 PLP_FS: prediction of lysine phosphoglycerylation sites in protein using support vector machine and fusion of multiple F_Score feature selection Briefings in Bioinformatics (Impact Factor: 9.5) Md Sohrawordi, Md Ali Hossain, and Md. Al Mehedi Hasan 2022 Journal CSE Dr. Md. Al Mehedi Hasan
386 Fitness Movement Types and Completeness Detection Using a Transfer-Learning-Based Deep Neural Network Sensors (Impact Factor: 3.90) Kuan-Yu Chen, Jungpil Shin, Md. Al Mehedi Hasan, Jiun-Jian Liaw, Okuyama Yuichi, and Yoichi Tomioka 2022 Journal CSE Dr. Md. Al Mehedi Hasan
387 EEG-based Positive-Negative Emotion Classification using Machine Learning Techniques 2021 IEEE 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Singapore. Yuta Kasuga, Jungpil Shin, Md. Al Mehedi Hasan, Yuichi Okuyama, Yoichi Tomioka 2021 Conference CSE Dr. Md. Al Mehedi Hasan
388 Surface Type Classification for Autonomous Robots Using Temporal, Statistical and Spectral Feature Extraction and Selection 14th IEEE MCSoC 2021, Singapore University of Technology and Design, Singapore. Md. Al Mehedi Hasan, Fuad Al Abir and Jungpil Shin 2021 Conference CSE Dr. Md. Al Mehedi Hasan
389 Deep Transfer Learning Based Detection of COVID-19 from Chest X-ray Images. 11th International Conference on Biomedical Engineering and Technology Md. Al Mehedi Hasan, Jungpil Shin, and Farjana Parvin 2021 Conference CSE Dr. Md. Al Mehedi Hasan
390 A Lightweight Convolutional Neural Network Model for Child Pneumonia Classification. International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), IEEE Khan Fashee Monowar, Md Al Mehedi Hasan, and Jungpil Shin 2021 Conference CSE Dr. Md. Al Mehedi Hasan
391 Improved Prediction of Glutarylation PTM Site using Evolutionary Features with LightGBM Resolving Data Imbalance Issue. International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), IEEE S. M. Shovan, Md Al Mehedi Hasan, and Md Rabiul Islam 2021 Conference CSE Dr. Md. Al Mehedi Hasan
392 Deep Transfer Learning-Based Musculoskeletal Abnormality Detection Proceedings of International Joint Conference on Advances in Computational Intelligence, Springer, Singapore Abu Zahid Bin Aziz, Md Al Mehedi Hasan, and Jungpil Shin 2021 Conference CSE Dr. Md. Al Mehedi Hasan
393 High Performance Classification of Caltech-101 with a Transfer Learned Deep Convolutional Neural Network. International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), IEEE Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan 2021 Conference CSE Dr. Md. Al Mehedi Hasan
394 Identifying Prognostic Features for Predicting Heart Failure by Using Machine Learning Algorithm. 11th International Conference on Biomedical Engineering and Technology Md. Al Mehedi Hasan, Jungpil Shin, Utsha Das, and Azmain Yakin Srizon 2021 Conference CSE Dr. Md. Al Mehedi Hasan
395 Risk prediction of diabetic nephropathy using machine learning techniques: A pilot study with secondary data Diabetes & Metabolic Syndrome: Clinical Research & Reviews (Impact Factor: 10) Md Maniruzzaman, Md Merajul Islam, Md Jahanur Rahman, Md Al Mehedi Hasan, and Jungpil Shin. 2021 Journal CSE Dr. Md. Al Mehedi Hasan
396 American Sign Language Alphabet Recognition by Extracting Feature from Hand Pose Estimation Sensors (Impact Factor: 3.9) Jungpil Shin, Akitaka Matsuoka, Md. Al Mehedi Hasan, and Azmain Yakin Srizon 2021 Journal CSE Dr. Md. Al Mehedi Hasan
397 BengaliNet: A Low-Cost Novel Convolutional Neural Network for Bengali Handwritten Characters Recognition. Applied Sciences (Impact Factor: 2.7) Abu Sayeed, Jungpil Shin, Md. Al Mehedi Hasan, Azmain Yakin Srizon and Md. Mehedi Hasan. 2021 Journal CSE Dr. Md. Al Mehedi Hasan
398 Deep Learning Based Air-Writing Recognition with the Choice of Proper Interpolation Technique Sensors (Impact Factor: 3.9) Fuad Al Abir, Md Siam, Abu Sayeed, Md. Al Mehedi Hasan, and Jungpil Shin 2021 Journal CSE Dr. Md. Al Mehedi Hasan
399 predForm-Site: Formylation Site Prediction by Incorporating Multiple Features and Resolving Data Imbalance Computational Biology and Chemistry (Impact Factor: 3.10) Md Khaled Ben Islam, Julia Rahman, Md. Al Mehedi Hasan, and Shamim Ahmad. 2021 Journal CSE Dr. Md. Al Mehedi Hasan
400 Identification of RNA pseudouridine sites using deep learning approaches PloS One (Impact factor: 3.752) Abu Zahid Bin Aziz, Md. Al Mehedi Hasan, and Jungpil Shin 2021 Journal CSE Dr. Md. Al Mehedi Hasan
401 predPhogly-Site: Predicting phosphoglycerylation sites by incorporating probabilistic sequence-coupling information into PseAAC and addressing data imbalance PloS One (Impact factor: 3.752) Sabit Ahmed, Afrida Rahman, Md. Al Mehedi Hasan, Md Khaled Ben Islam, Julia Rahman, and Shamim Ahmad 2021 Journal CSE Dr. Md. Al Mehedi Hasan
402 Computational identification of multiple lysine PTM sites by analyzing the instance hardness and feature importance Scientific Reports (Impact Factor: 4.6) Sabit Ahmed, Afrida Rahman, Md. Al Mehedi Hasan, Shamim Ahmad, and S. M. Shovan. 2021 Journal CSE Dr. Md. Al Mehedi Hasan
403 predML-Site: Predicting Multiple Lysine PTM Sites with Optimal Feature Representation and Data Imbalance Minimization IEEE/ACM Transactions on Computational Biology and Bioinformatics (Impact Factor: 4.5) Sabit Ahmed, Afrida Rahman, Md. Al Mehedi Hasan, Julia Rahman, Md Khaled Ben Islam, and Shamim Ahmad. 2021 Journal CSE Dr. Md. Al Mehedi Hasan
404 Classification of American Sign Language by Applying a Transfer Learned Deep Convolutional Neural Network. In 2020 23rd International Conference on Computer and Information Technology (ICCIT) Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
405 Bengali Handwritten Isolated Compound Characters Recognition by Applying Transfer Learned Deep Convolutional Neural Network. In 2020 23rd International Conference on Computer and Information Technology (ICCIT) Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
406 An Improved Class-wise Principal Component Analysis Based Feature Extraction Framework for Hyperspectral Image Classification. In Proceedings of the International Conference on Computing Advancements Asif Ahmmed Joy, Md Al Mehedi Hasan, and Abu Sayeed 2020 Conference CSE Dr. Md. Al Mehedi Hasan
407 Classification of Parkinson's Disease by Analyzing Multiple Vocal Features Sets IEEE Region 10 Symposium (TENSYMP) Kazi Amit Hasan, Md. Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
408 DeepGlut: A Deep Learning Framework for Prediction of GlutarylationSites in Protein IEEE Region 10 Symposium (TENSYMP) Urmi Sen and Md. Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
409 Prediction of Formylation Sites by Incorporating Sequence Coupling into General PseAAC IEEE Region 10 Symposium (TENSYMP) Afrida Rahman, Sabit Ahmed, Julia Rahman and Md. Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
410 LyFor:Prediction of lysine formylation sites from sequence based features using support vector machine IEEE Region 10 Symposium (TENSYMP) Md Sohrawordi and Md. Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
411 Effective Data Dimensionality Reduction Workflow for High-Dimensional Gene Expression Datasets IEEE Region 10 Symposium (TENSYMP) Dhaka, Bangladesh. Utsha Das, Azmain Yakin Srizon, Md. Al Mehedi Hasan, Julia Rahman and Md Khaled Ben Islam 2020 Conference CSE Dr. Md. Al Mehedi Hasan
412 Classification of Bengali Sign Language Characters by Applying a Novel Deep Convolutional Neural Network IEEE Region 10 Symposium (TENSYMP), Dhaka, Bangladesh. Md. Mehedi Hasan, Azmain Yakin Srizon and Md. Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
413 A Comparative Study of Different Types of Convolutional Neural Networks for Breast Cancer Histopathological Image Classification IEEE Region 10 Symposium (TENSYMP), Dhaka, Bangladesh. Farjana Parvin and Md. Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
414 Supervised Deep Learning Methods for Human pre-miRNA Identification IEEE Region 10 Symposium (TENSYMP),Dhaka, Bangladesh. Abu Said Md. Rezoun, Md. Al Mehedi Hasan and Abu Zahid Bin Aziz 2020 Conference CSE Dr. Md. Al Mehedi Hasan
415 Transfer Learning based Diabetic Retinopathy Detection with a Novel Preprocessed Layer IEEE Region 10 Symposium (TENSYMP),Dhaka, Bangladesh. Md. Robiul Islam, Md. Al Mehedi Hasan and Abu Sayeed 2020 Conference CSE Dr. Md. Al Mehedi Hasan
416 LyFor: Prediction of lysine formylation sites from sequence based features using support vector machine IEEE Region 10 Symposium (TENSYMP) Md Sohrawordi, and Md Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
417 Performance Comparison of Different Convolutional Neural Network Architectures for Plant Seedling Classification 2nd International Conference on Advanced Information and Communication Technology (ICAICT),IEEE Nawmee Razia Rahman, Md Al Mehedi Hasan, and Jungpil Shin 2020 Conference CSE Dr. Md. Al Mehedi Hasan
418 Accurate Recognition of Coronary Artery Disease by Applying Machine Learning Classifiers 23rd International Conference on Computer and Information Technology (ICCIT),IEEE Utsha Das, Azmain Yakin Srizon, and Md Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
419 Prognostic Biomarkers Identification for Diabetes Prediction by Utilizing Machine Learning Classifiers. 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI),IEEE Utsha Das, Azmain Yakin Srizon, Md Ansarul Islam, Dhiman Sikder Tonmoy, and Md Al Mehedi Hasan. 2020 Conference CSE Dr. Md. Al Mehedi Hasan
420 A Comparative Study of Tuberculosis Detection Using Deep Convolutional Neural Network 2nd International Conference on Advanced Information and Communication Technology (ICAICT),IEEE Mehera Binte Mizan, Md Al Mehedi Hasan, and Syed Rahat Hassan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
421 Classification of Sign Language Characters by Applying a Deep Convolutional Neural Network 2nd International Conference on Advanced Information and Communication Technology (ICAICT),IEEE Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md. Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
422 Identification and Analysis of Risk Factors of Lower Back Pain Using Machine Learning Approaches. 11th International Conference on Electrical and Computer Engineering (ICECE), IEEE Kazi Amit Hasan, and Md. Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
423 Accurate Recognition of Leukemia Sub-types by Utilizing a Transfer Learned Deep Convolutional Neural Network. 11th International Conference on Electrical and Computer Engineering (ICECE), IEEE Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md. Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
424 High-Performance Object Recognition by Employing a Transfer Learned Deep Convolutional Neural Network. 11th International Conference on Electrical and Computer Engineering (ICECE),IEEE Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
425 Lung opacity classification with convolutional neural networks using chest x-rays. 11th International Conference on Electrical and Computer Engineering (ICECE),IEEE Khan Fashee Monowar, Md Al Mehedi Hasan, and Jungpil Shin 2020 Conference CSE Dr. Md. Al Mehedi Hasan
426 Prediction of Clinical Risk Factors of Diabetes Using Multiple Machine Learning Techniques Resolving Class Imbalance 23rd International Conference on Computer and Information Technology (ICCIT),IEEE Kazi Amit Hasan, and Md Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
427 Handwritten Numerals Recognition by Employing a Transfer Learned Deep Convolution Neural Network for Diverse Literature 11th International Conference on Electrical and Computer Engineering (ICECE),IEEE Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
428 Bengali Handwritten Compound Characters Recognition by Utilizing Transfer Learning 11th International Conference on Electrical and Computer Engineering (ICECE),IEEE Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan 2020 Conference CSE Dr. Md. Al Mehedi Hasan
429 Accurate Prediction of Formylation PTM Site using Multiple Feature Fusion with LightGBM Resolving Data Imbalance Issue. 23rd International Conference on Computer and Information Technology (ICCIT), IEEE S. M. Shovan, Md Al Mehedi Hasan, and Md Rabiul Islam 2020 Conference CSE Dr. Md. Al Mehedi Hasan
430 Citrullination Site Prediction by Incorporating Sequence Coupled Effects into PseAAC and Resolving Data Imbalance Issue Current Bioinformatics (Impact Factor: 4) Md. Al Mehedi Hasan, Md Khaled Ben Islam, Julia Rahman and Shamim Ahmad 2020 Journal CSE Dr. Md. Al Mehedi Hasan
431 Accurately predicting glutarylation sites using sequential bi-peptide-based evolutionary features Genes (Impact Factor: 3.5) Md. Ahmad Arafat, S. M. Shovan, Abdollah Dehzangi, Shubhashis Roy Dipta, Md. Al Mehedi Hasan, Ghazaleh Taherzadeh, Swakkhar Shatabda, and Alok Sharma. 2020 Journal CSE Dr. Md. Al Mehedi Hasan
432 A Mixed Convolutional Neural Network for Pre-miRNA Classification 3rd International Conference on Electrical, Computer & Telecommunication Engineering Abu Zahid Bin Aziz, Md. Al Mehedi Hasan 2019 Conference CSE Dr. Md. Al Mehedi Hasan
433 Identification of Biomarkers for Head and Neck Cancer by Analyzing Multiple mRNA Expression Datasets 3rd International Conference on Electrical, Computer & Telecommunication Engineering Kazi Amit Hasan, Md. Al Mehedi Hasan 2019 Conference CSE Dr. Md. Al Mehedi Hasan
434 Prediction of Lysine Glycation PTM site in Protein using Peptide Sequence Evolution based Feature International Conference on Electrical, Computer and Communication Engineering (ECCE) S.M. Shovan and Md. Al Mehedi Hasan, 2019 Conference CSE Dr. Md. Al Mehedi Hasan
435 A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification International Conference on Electrical, Computer and Communication Engineering (ECCE) Asif Ahmmed Joy, Md. Al Mehedi Hasan, and Md. Ali Hossain 2019 Conference CSE Dr. Md. Al Mehedi Hasan
436 Influential Gene Identification for Cancer Classification. International Conference on Electrical, Computer and Communication Engineering (ECCE) Utsha Das, Md. Al Mehedi Hasan, and Julia Rahman 2019 Conference CSE Dr. Md. Al Mehedi Hasan
437 Metabolomic Biomarker Identification for Lung Cancer By Combining Multiple Statistical Approaches International Conference on Electrical, Computer and Communication Engineering (ECCE) Tahsin Masrur, Md. Al Mehedi Hasan, and Md. Nazrul Islam Mondal 2019 Conference CSE Dr. Md. Al Mehedi Hasan
438 Traffic Sign Recognition by Integrating Convolutional Neural Network and Support Vector Machine In 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), IEEE Shawkh Ibne Rashid, Md. Azharul Islam, Md. Al Mehedi Hasan 2019 Conference CSE Dr. Md. Al Mehedi Hasan
439 A Hybrid Approach of Feature Selection and Feature Extraction for Hyperspectral Image classification In 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), IEEE Asif Ahmmed Joy and Md. Al Mehedi Hasan 2019 Conference CSE Dr. Md. Al Mehedi Hasan
440 A Comparative Analysis of Band Selection Techniques for Hyperspectral Image Classification. In 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), IEEE Md. Rifaet Ullah, Md. Al Mehedi Hasan, Julia Rahman, and Md. Khaled Ben Islam 2019 Conference CSE Dr. Md. Al Mehedi Hasan
441 Predicting N1- and N6-methyladenosine RNA Modifications using Hybrid Feature Selection Approach In 2019 International Conference on Advances in Electrical Engineering (ICAEE), IEEE Tasfin Jayed, Md. Al Mehedi Hasan, and Tahsin Masrur 2019 Conference CSE Dr. Md. Al Mehedi Hasan
442 Identification of Potential Biomarker Using Combined Analysis of Differentially Expressed Genes and miRNAs for Alzheimer’s Disease. In 2019 International Conference on Advances in Electrical Engineering (ICAEE), IEEE Utsha Das, Md. Al Mehedi Hasan, and Julia Rahman 2019 Conference CSE Dr. Md. Al Mehedi Hasan
443 Classification Based Inter Frame Prediction in Video Compression 5th International Conference on Advances in Electrical Engineering (ICAEE) Md. Zahirul Islam, Md. Eimran Hossain Eimon, Boshir Ahmed and Md. Al Mehedi Hasan 2019 Conference CSE Dr. Md. Al Mehedi Hasan
444 Superpixel Based Inter-Frame Prediction for Video Coding 5th International Conference on Advances in Electrical Engineering (ICAEE) Md. Eimran Hossain Eimon, Md. Zahirul Islam, Md. Shahid Uz Zaman, Md. Al Mehedi Hasan and Boshir Ahmed 2019 Conference CSE Dr. Md. Al Mehedi Hasan
445 Prognostic Biomarker Identification for Pancreatic Cancer by Analyzing Multiple mRNA Microarray and microRNA Expression Datasets. In 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), IEEE Azmain Yakin Srizon and Md. Al Mehedi Hasan 2019 Conference CSE Dr. Md. Al Mehedi Hasan
446 Identification of Metabolomic Biomarker using Multiple Statistical Techniques and Recursive Feature Elimination In 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), IEEE Tahsin Masrur, and Md. Al Mehedi Hasan 2019 Conference CSE Dr. Md. Al Mehedi Hasan
447 Detection of Parkinson’s disease using blood and brain cells transcript profiles. bioRxiv Mohammad Ali Moni, Humayan Kabir Rana, M. Babul Islam, Mohammad Boshir Ahmed, Md Al Mehedi Hasan, Fazlul Huq, and Julian MW Quinn 2019 Journal CSE Dr. Md. Al Mehedi Hasan
448 A computational approach to identify blood cell-expressed Parkinson's disease biomarkers that are coordinately expressed in brain tissue. Computers in biology and medicine, (Impact Factor:- 2.286) Mohammad Ali Moni, Humayan Kabir Rana, M. Babul Islam, Mohammad Boshir Ahmed, Haoming Xu, Md Al Mehedi Hasan, Yiming Lei, and Julian MW Quinn 2019 Journal CSE Dr. Md. Al Mehedi Hasan
449 Feature Extraction Approach Selection of Non-GO Termed Proteins for the Backup Method of Protein Subcellular Localization Prediction International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2) Md. Al Mehedi Hasan, Shamim Ahmad, Boshir Ahmed, and Md. Nazrul Islam Mondal 2018 Conference CSE Dr. Md. Al Mehedi Hasan
450 predSucc-Site: Lysine Succinylation Sites Prediction in Proteins by using Support Vector Machine and Resolving Data Imbalance Issue International Journal of Computer Applications Md. Al Mehedi Hasan and Shamim Ahmad 2018 Journal CSE Dr. Md. Al Mehedi Hasan
451 Early detection of neurological dysfunction using blood cell transcript profiles. bioRxiv Mohammad Ali Moni, Humayan Kabir Rana, M. Babul Islam, Md Boshir Ahmed, Md Al Mehedi Hasan, Fazlul Huq, and Julian Quinn 2018 Journal CSE Dr. Md. Al Mehedi Hasan
452 Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers Journal of Medical Systems (Impact Factor: 5.3) Md. Maniruzzaman, Md. Jahanur Rahman, Md. Al Mehedi Hasan, Harman S. Suri, Md. Menhazul Abedin, Ayman El-Baz, Jasjit S. Suri 2018 Journal CSE Dr. Md. Al Mehedi Hasan
453 mLysPTMpred: Multiple Lysine PTM Site Prediction Using Combination of SVM with Resolving Data Imbalance Issue Natural Science, (Indexed by PubMed and PubMed Central) Md. Al Mehedi Hasan and Shamim Ahmad 2018 Journal CSE Dr. Md. Al Mehedi Hasan
454 predMultiLoc-Gneg: Predicting subcellular localization of gram-negative bacterial proteins using feature selection in gene ontology space and resolving the data imbalance issue. In Humanitarian Technology Conference (R10-HTC) Md. Al Mehedi Hasan, Shamim Ahmad, Md Nazrul Islam Mondal, and Boshir Ahmed 2017 Conference CSE Dr. Md. Al Mehedi Hasan
455 predCar-site: Carbonylation sites prediction in proteins using support vector machine with resolving data imbalanced issue Analytical biochemistry (ELSEVIER), (Impact Factor: 2.334) Md. Al Mehedi Hasan , Jinyan Li, Shamim Ahmad and Md Khademul Islam Molla. 2017 Journal CSE Dr. Md. Al Mehedi Hasan
456 iMulti-HumPhos: A Multi-Label Classifier for Identifying Human Phosphorylated Proteins Using Multiple Kernel Learning Based Support Vector Machine. Molecular BioSystems (Currently Renamed as Molecular Omics), (Impact Factor: 2.781) Md. Al Mehedi Hasan, Shamim Ahmad, and Md Khademul Islam Molla 2017 Journal CSE Dr. Md. Al Mehedi Hasan
457 Protein subcellular localization prediction using multiple kernel learning based support vector machine. Molecular BioSystems (Currently Renamed as Molecular Omics), (Impact Factor:- 2.781) Md. Al Mehedi Hasan, Shamim Ahmad, and Md Khademul Islam Molla 2017 Journal CSE Dr. Md. Al Mehedi Hasan
458 Protein Subcellular Localization Prediction using Support Vector Machine with the Choice of Proper Kernel BioTechnologia. Journal of Biotechnology Computational Biology and Bionanotechnology, (Indexed by SCOPUS, BIOSIS Previews, Listed in: https://mjl.clarivate.com, SCImago Journal Rank (SJR) 2022: 0.19) Md. Al Mehedi Hasan, Shamim Ahmad, and Md Khademul Islam Molla 2017 Journal CSE Dr. Md. Al Mehedi Hasan
459 Gram-Positive Bacterial Protein Subcellular Localization Prediction Using Features Fusion Strategy Proceedings of the 9th International Conference on Electrical and Computer Engineering Julia Rahman, Md Nazrul Islam Mondal, Md Khaled Ben Islam, Md Al Mehedi Hasan, S M Sabbir Amin 2016 Conference CSE Dr. Md. Al Mehedi Hasan
460 Identifying Intrusions in Computer Networks using Principal Component Analysis and Random Forest. International Journal of Computer Science and Information Security Md. Al Mehedi Hasan, Shamim Ahmad, and Md Khademul Islam Molla 2016 Journal CSE Dr. Md. Al Mehedi Hasan
461 Feature Fusion Based SVM Classifier for Protein Subcellular Localization Prediction Journal of Integrative Bioinformatics (Journal Impact Factor:- 1.9, SCImago Journal Rank (SJR) 2022: 0.697) Julia Rahman, Md. Nazrul Islam Mondal, Md. Khaled Ben Islam, Md. Al Mehedi Hasan 2016 Journal CSE Dr. Md. Al Mehedi Hasan
462 Feature Selection for Intrusion Detection Using Random Forest. Journal of Information Security Md Al Mehedi Hasan, Mohammed Nasser, Shamim Ahmad, and Khademul Islam Molla 2016 Journal CSE Dr. Md. Al Mehedi Hasan
463 Performance Evaluation of Different Kernels for Support Vector Machine Used in Intrusion Detection System International Journal of Computer Networks & Communications Md. Al Mehedi Hasan, Shuxiang Xu, Mir Md. Jahangir Kabir and Shamim Ahmad 2016 Journal CSE Dr. Md. Al Mehedi Hasan
464 Impact of Routing Protocol on the Performance of Wireless Sensor Network International Journal of Electronics Communication and Computer Engineering Md. Khaled Ben Islam, Julia Rahman, Md. Al Mehedi Hasan and Md. Moyen Uddin 2015 Journal CSE Dr. Md. Al Mehedi Hasan
465 Protein Function Prediction Using Hypergeometric Distance with Background Frequency from Protein-Protein Interaction Network International Journal of Computational Bioinformatics and In Silico Modeling Md. Khaled Ben Islam, Julia Rahman, Md. Al Mehedi Hasan and Abdur Rahim 2015 Journal CSE Dr. Md. Al Mehedi Hasan
466 Protein Function Prediction Using Neighbor Counting with Dynamic Threshold from Protein-Protein Interaction Network Computational Biology and Bioinformatics Md. Khaled Ben Islam, Julia Rahman, Md. Al Mehedi Hasan and Mohammed Nasser 2015 Journal CSE Dr. Md. Al Mehedi Hasan
467 Performance of Wavelet Transform on Models in Forecasting Climatic Variables in Rajshahi Computational intelligence techniques in earth and environmental sciences, Springer Netherlands. Md. Jahanur Rahman and Md. Al Mehedi Hasan 2014 Book Chapter CSE Dr. Md. Al Mehedi Hasan
468 Support Vector Machine and Random Forest Modeling for Intrusion Detection System (IDS) Journal of Intelligent Learning Systems and Applications Md. Al Mehedi Hasan, Mohammed Nasser and Biprodip Pal 2014 Journal CSE Dr. Md. Al Mehedi Hasan
469 Intrusion Detection Using Combination of Various Kernels Based Support Vector Machine International Journal of Scientific & Engineering Research Md. Al Mehedi Hasan, Mohammed Nasser, Biprodip Pal and Shamim Ahmad 2013 Journal CSE Dr. Md. Al Mehedi Hasan
470 On the KDD’99 Dataset: Support Vector Machine Based Intrusion Detection System (IDS) with Different Kernels International Journal of Electronics Communication and Computer Engineering Md. Al Mehedi Hasan, Mohammed Nasser and Biprodip Pal 2013 Journal CSE Dr. Md. Al Mehedi Hasan
471 Comparative Analysis the Performance of AODV, DSDV and DSR Routing Protocols in Wireless Sensor Network 7th International Conference on Electrical and Computer Engineering, Bangladesh. Julia Rahman, Md Al Mehedi Hasan, Md Khaled Ben Islam 2012 Conference CSE Dr. Md. Al Mehedi Hasan
472 Intrusion Detection System (IDS) using Support Vector Machine with different kernels International Conference on Statistical Data Mining for Bioinformatics Health Agriculture and Environment, University of Rajshahi, Rajshahi, Bangladesh. Md. Al Mehedi Hasan, and Mohammed Nasser 2012 Conference CSE Dr. Md. Al Mehedi Hasan
473 Neural Network & Genetic Algorithm Based Approach to Network Intrusion Detection & Comparative Analysis of Performance 15th International Conference on Computer and Information Technology, Chittagong, Bangladesh. Biprodip Pal, and Md. Al Mehedi Hasan 2012 Conference CSE Dr. Md. Al Mehedi Hasan
474 A Neural Network Based Approach To Network Intrusion Detection And Analyzing Different Backpropagation Algorithm Training Approaches International Conference on Electrical, Computer and Telecommunication Engineering, Rajshahi, Bangladesh. Biprodip Pal, Md. Al Mehedi Hasan and Md. Mijanur Rahman Howlader 2012 Conference CSE Dr. Md. Al Mehedi Hasan
475 Comparative analysis the performance of AODV, DSDV and DSR routing protocols in wireless sensor network 7th International Conference on Electrical & Computer Engineering (ICECE), IEEE, Dhaka, Bangladesh. Rahman Julia, Md Al Mehedi Hasan, and Md Khaled Ben Islam 2012 Conference CSE Dr. Md. Al Mehedi Hasan
476 Template Music Transcription for Different types of Musical Instruments International Conference on Computer and Automation Engineering (ICCAE 2010), Singapore. Md. Omar Faruqe, and Md. Al Mehedi Hasan 2010 Conference CSE Dr. Md. Al Mehedi Hasan
477 Face Recognition using PCA and MLP International Conference on Robotics, Informatics, and Intelligent control Technologies, Bangkok, Thailand. Md. Omar Faruqe, Md. Al Mehedi Hasan, Nazmus Saquib, and Apurba Saha 2009 Conference CSE Dr. Md. Al Mehedi Hasan
478 Face Recognition Using PCA and SVM International Conference on Anti-counterfeiting, Security, and Identification in Communication(ICASID2009), City University of Hong Kong, Hong Kong. Md. Omar Faruqe, and Md. Al Mehedi Hasan 2009 Conference CSE Dr. Md. Al Mehedi Hasan
479 A Simulator to Evaluate the Performance of AODV Routing Protocol for Mobile Ad Hoc Networks International Conference on Electronics, Computer and Communication 2008, University of Rajshahi, Rajshahi, Bangladesh. Md. Al Mehedi Hasan 2008 Conference CSE Dr. Md. Al Mehedi Hasan
480 Development of Multiagent System for Goods Routing and Tracking International Conference on Electronics, Computer and Communication 2008, University of Rajshahi, Rajshahi, Bangladesh. Md. Al Mehedi Hasan, Md. Raihan Morshed, Md. Murad Hossain, and Md. Omar Faruqe 2008 Conference CSE Dr. Md. Al Mehedi Hasan
481 Development of a Highly Optimized Preemtive Real Time Operating System (pRTOS) 11th International Conference on Computer and Information Technology (ICCIT, 2008), Khulna, Bangladesh. Md. Al Mehedi Hasan, and Shamim Ahmad 2008 Conference CSE Dr. Md. Al Mehedi Hasan
482 Development of a Bangla Audible Menu Descriptor ICCPB 2006, IUB University, 17 February, 2006, Dhaka, Bangladesh. Sangeeta Biswas, Md. Al Mehedi Hasan, and Md. Wahedul Islam 2006 Conference CSE Dr. Md. Al Mehedi Hasan
483 Pose and Scale Invariant Bangla Optical Character Recognition ICCPB 2006, IUB University, Dhaka, Bangladesh. Md. Al Mehedi Hasan, Md. Wahedul Islam, Md. Raihan Morshed, and Shamim Ahmad 2006 Conference CSE Dr. Md. Al Mehedi Hasan
484 Bangla Digit Recognition Using Eigendigits ICCPB 2006, IUB University, Dhaka, Bangladesh. Md. Al Mehedi Hasan, Padma Palas Paul, Md. Wahedul Islam, Sangeeta Biswas, and Shamim Ahmad 2006 Conference CSE Dr. Md. Al Mehedi Hasan
485 A New Approach to Bangla Text Extraction and Recognition From Textual Image 8th ICCIT 2005, IUT University, Dhaka, Bangladesh. Md. Al Mehedi Hasan, Md. Abdul Alim, and Md. Wahedul Islam 2005 Conference CSE Dr. Md. Al Mehedi Hasan
486 Handwritten Bangla Numeral Recognition Using Back-Propagation Algorithm with and without Momentum Factor 2nd National Conference on Computer Processing of Bangla, Dhaka, Bangladesh. Md. Wahedul Islam , Md. Al Mehedi Hasan, and Dr. Ramesh Chandra Debnath 2005 Conference CSE Dr. Md. Al Mehedi Hasan
487 Bangla Text Extraction and Recognition From Textual Image 2nd National Conference on Computer Processing of Bangla, Bangladesh. Md. Al Mehedi Hasan, Md. Abdul Alim, Md. Wahedul Islam, and M. Ganjer Ali 2005 Conference CSE Dr. Md. Al Mehedi Hasan
488 Improved Identification Performance of Lysine Glycation PTM using PSI-BLAST (yet to be published) Husnul Abid, Nusrat Jahan Jenny, S.M. Shovan 2020 Conference CSE S.M. Shovan
489 Enhanced Prediction of Lysine Propionylation Sites using Bi-peptide Evolutionary Features Resolving Data Imbalance (yet to be published) Md. Wakil Ahmad, Md. Easin Arafat, S.M. Shovan, Mahtab Uddin, Omar Faruq Osama, Swakkhar Shatabda 2020 Conference CSE S.M. Shovan
490 Accurately Predicting Glutarylation Sites using Sequential Bi-Peptide based Evolutionary Features Genes (3.759 IF) S.M. Shovan, Md Easin Arafat, Md. Wakil Ahmad, Abdollah Dehzangi, Shubhashis Roy Dipta, Md. Al Mehedi Hasan, Ghazaleh Taherzadeh *, Swakkhar Shatabda *, Alok Sharma * 2020 Journal CSE S.M. Shovan
491 A Novel Deep Convolutional Neural Network Model for Detection of Parkinson Disease by Analyzing the Spiral Drawing Springer Nature Book Series (accepted, yet to be published) Md. Rakibul Islam, Abdul Matin, Md. Nahiduzzaman, Md. Saifullah Siddiquee, Fahim Md. Sifnatul Hasnain, S.M. Shovan, Tonmoy Hasan 2020 Conference CSE S.M. Shovan
492 Accurate Prediction of Formylation PTM Site using Multiple Feature Fusion with LightGBM Resolving Data Imbalance Issue IEEE S.M. Shovan, Md. Al Mehedi Hasan and Md. Rabiul Islam 2020 Conference CSE S.M. Shovan
493 Prediction of Lysine Glycation PTM site in Protein using Peptide Sequence Evolution based Features IEEE Xplore S.M. Shovan, Md. Al Mehedi Hasan 2019 Conference CSE S.M. Shovan
494 Improved performance of Lysine Glutarylation PTM using Peptide Evolutionary Features (yet to be published) Md. Wakil Ahmad, S.M. Shovan, Md. Easin Arafat,Md. Habibur Rahman Sifat, Md. Al Mehedi Hasan, Swakkhar Shatabda 2019 Conference CSE S.M. Shovan
495 Enhancing Gastrointestinal Diagnosis: CBAM-Integrated CNNs for High-Precision Multi-Class Anatomical Landmark Identification IEEE Sirajam Samira, Md. Farukuzzaman Faruk, Md Nazmul Islam, S. M. Mahedy Hasan, Prof. Dr. Md. Al Mamun, Azmain Yakin Srizon and Md. Rakib Hossain 2024 Conference CSE Md. Azmain Yakin Srizon
496 Synergizing GAN and Customized Neural Network for Enhanced Brain Stroke Prediction: A Web-based Implementation IEEE Md. Musab Us Saber Shakin, Md. Minhazul Islam, Md. Rakib Hossain, S. M. Mahedy Hasan, Farzana Akter, Shykul Islam Siam, Md. Farukuzzaman Faruk and Azmain Yakin Srizon 2024 Conference CSE Md. Azmain Yakin Srizon
497 Enhanced Knee Osteoarthritis Classification using a Modified EfficientNetB5 Architecture with Self-Attention Mechanism IEEE Md. Minhazul Islam, Md. Rakib Hossain, Md. Musab Us Saber Shakin, S. M. Mahedy Hasan, Azmain Yakin Srizon, Md. Farukuzzaman Faruk and Farzana Akter 2024 Conference CSE Md. Azmain Yakin Srizon
498 A Cutting-Edge Ensemble of Vision Transformer and ResNet101v2 Based Transfer Learning for the Precise Classification of Leukemia Sub-types from Peripheral Blood Smear Images IEEE Barsha Roy, Md. Farukuzzaman Faruk, Md Nazmul Islam, Azmain Yakin Srizon, S. M. Mahedy Hasan, Md. Al Mamun, Md. Rakib Hossain and Md Faruk Hossain 2024 Conference CSE Md. Azmain Yakin Srizon
499 Leveraging the Robust Capability of Modified Multi-Layer Gated Recurrent Units for Fake News Detection IEEE Ishmam Khan, Md. Farukuzzaman Faruk, Md. Al Mamun, S. M. Mahedy Hasan, Azmain Yakin Srizon, Md Nazmul Islam, Md. Rakib Hossain and Md Faruk Hossain 2024 Conference CSE Md. Azmain Yakin Srizon
500 Optic Disc and Cup Segmentation via Enhanced U-Net with Residual and Attention Mechanisms IEEE Ashraf Ul Alam, Sudipta Progga Islam, S. M. Mahedy Hasan, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Md. Al Mamun and Md. Rakib Hossain 2024 Conference CSE Md. Azmain Yakin Srizon
501 Towards Superior EEG-Based Emotion Recognition: Integrating CNN Outputs with Machine Learning Classifiers for Enhanced Performance IEEE Tushar Das, S. M. Mahedy Hasan, Anwar Hossain Efat, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Md. Al Mamun and Md. Rakib Hossain 2024 Conference CSE Md. Azmain Yakin Srizon
502 An Effective Screening of COVID-19 Pneumonia by Employing Chest X-ray Segmentation and Attention-based Ensembled Classification IET Image Processing Abu Sayeed, Nasif Osman Khansur, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Salem A. Alyami, AKM Azad and Mohammad Ali Moni 2024 Journal CSE Md. Azmain Yakin Srizon
503 A Hybrid Campus Security System Combined of Face, Number-plate, and Voice Recognition Springer Abu Sayeed, Azmain Yakin Srizon, Md. Mehedi Hasan, Jungpil Shin, Md. Al Mehedi Hasan and M. Rasel Mahmud 2023 Book Chapter CSE Md. Azmain Yakin Srizon
504 Recognition of Leukemia Sub-types Using Transfer Learning and Extraction of Distinguishable Features Using an Effective Machine Learning Approach IEEE Tahsen Islam Sajon, Maria Chowdhury, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, Abu Sayeed and A. F. M. Minhazur Rahman 2023 Conference CSE Md. Azmain Yakin Srizon
505 JuktoMala: A Handwritten Bengali Consonant Conjuncts Dataset for Optical Character Recognition Using BiT-based M-ResNet-101x3 Architecture IEEE Md. Mehedi Hasan, Md. Ali Hossain, Azmain Yakin Srizon and Abu Sayeed 2023 Conference CSE Md. Azmain Yakin Srizon
506 TaLU: A Hybrid Activation Function Combining Tanh and Rectified Linear Unit to Enhance Neural Networks arXiv Md. Mehedi Hasan, Md. Ali Hossain, Azmain Yakin Srizon and Abu Sayeed 2023 Journal CSE Md. Azmain Yakin Srizon
507 Attention Mechanism-enhanced Deep CNN Architecture for Precise Multi-Class Leukemia Classification Springer Tahsen Islam Sajon, Barsha Roy, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Shakil Mahmud Shuvo, Md. Al Mamun, Abu Sayeed and S. M. Mahedy Hasan 2023 Book Chapter CSE Md. Azmain Yakin Srizon
508 Multi-Class Brain Tumor Classification with DenseNet Based Deep Learning Features and Ensemble of Machine Learning Approaches Springer Shakil Mahmud Shuvo, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Tahsen Islam Sajon, S. M. Mahedy Hasan, Anirban Barai, A. F. M. Minhazur Rahman and Md. Al Mamun 2023 Book Chapter CSE Md. Azmain Yakin Srizon
509 An Effective Dimensionality Reduction Workflow for the Enhancement of Automated Date Fruit Recognition Utilizing Several Machine Learning Classifiers Springer Md Abu Ismail Siddique and Azmain Yakin Srizon 2023 Book Chapter CSE Md. Azmain Yakin Srizon
510 Quantifying Shifts in Word Contexts from Social Media Data Taylor & Francis Kawshik Banerjee, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan and Md. Rakib Hossain 2023 Book Chapter CSE Md. Azmain Yakin Srizon
511 BHSGR-Net: A Light-Weight Convolutional Neural Architecture for Recognition of Bengali Hand Sign Gestures Taylor & Francis Md. Barhanul Karim, Md. Safaiat Hossain, Rahul Reza Roky and Azmain Yakin Srizon 2023 Book Chapter CSE Md. Azmain Yakin Srizon
512 BanglaOngko: A New Dataset for Accurate Bengali Mathematical Expression Detection Utilizing YOLOv8 Architecture Taylor & Francis Soumit Das, Ashraf-Ul-Alam, Sudipta Progga Islam and Azmain Yakin Srizon 2023 Book Chapter CSE Md. Azmain Yakin Srizon
513 Preventing Skin Cancer through Improved Skin Lesion Recognition: An Attention-Triplet and Multi-Layer Ensemble Based CNN Approach Springer Anwar Hossain Efat, S. M. Mahedy Hasan, Nahrin Jannat, Mahjabin Rahman Oishe, Md Fakrul Islam Taraque, Mostarina Mitu, Md. Farukuzzaman Faruk and Azmain Yakin Srizon 2023 Book Chapter CSE Md. Azmain Yakin Srizon
514 Gender Abusive Language Detection in Bengali Using Machine Learning Algorithms Springer Mayeesha Farjana, Barisha Chowdhury, Farhana Rahman, Zuairia Raisa Bintay Makin, Sumaiya Rahman and Azmain Yakin Srizon 2023 Book Chapter CSE Md. Azmain Yakin Srizon
515 Large Ensemble of Transfer-Learned Models for Plant Disease Recognition from Diverse Leaf Images Taylor & Francis Maria Chowdhury, Azmain Yakin Srizon, Tahsen Islam Sajon, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, Ananya Sarker, Md. Al Mamun, Md. Rakibul Haque and Md. Rakib Hossain 2023 Book Chapter CSE Md. Azmain Yakin Srizon
516 A Late Fusion Deep CNN Model for the Classification of Brain Tumors from Multi-Parametric MRI Images IEEE Anirban Barai, Md. Farukuzzaman Faruk, Shakil Mahmud Shuvo, Azmain Yakin Srizon, S. M. Mahedy Hasan and Abu Sayeed 2023 Conference CSE Md. Azmain Yakin Srizon
517 Enhancing Waste Categorization Using Ensemble of Transfer Learning and Light-Weight Convolutional Neural Network IEEE Azmain Yakin Srizon, Ananya Sarker, Md. Al Mamun, Md. Farukuzzaman Faruk and S. M. Mahedy Hasan 2023 Conference CSE Md. Azmain Yakin Srizon
518 Evaluating the Effectiveness of 3-D DenseNet and Spatial Spectral Residual Networks in Hyperspectral Image Classification IEEE Bristi Rani Roy, Md. Al Mamun and Azmain Yakin Srizon 2023 Conference CSE Md. Azmain Yakin Srizon
519 Improved Diabetes Prediction with Reduced Feature Sets: Evaluating Feature Selection Techniques in Machine Learning IEEE Soumik Datta, S. M. Mahedy Hasan, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Md. Rakib Hossain, Anwar Hossain Efat and Mostarina Mitu 2023 Conference CSE Md. Azmain Yakin Srizon
520 Efficient Detection of Crop Leaf Diseases: A Lightweight Convolutional Neural Network Approach for Enhanced Agricultural Productivity IEEE Nahrin Jannat, S. M. Mahedy Hasan, Azmain Yakin Srizon, Mahjabin Oishe, Anwar Hossain Efat, Md Fakrul Islam Taraque, Mostarina Mitu and Md. Farukuzzaman Faruk 2023 Conference CSE Md. Azmain Yakin Srizon
521 Enhancing Multi-Class Skin Lesion Classification with Modified EfficientNets: Advancing Early Detection of Skin Cancer IEEE S. M. Mahedy Hasan, Md. Al Mamun and Azmain Yakin Srizon 2023 Conference CSE Md. Azmain Yakin Srizon
522 Ensemble of Deep Convolutional Neural Networks for Multi-Class Skin Lesion Recognition Using Soft Attention IEEE S. M. Mahedy Hasan, Md. Al Mamun, Md. Farukuzzaman Faruk and Azmain Yakin Srizon 2023 Conference CSE Md. Azmain Yakin Srizon
523 A Multi-branch and Attention Based CNN Architecture for the Classification of Retinal Diseases from OCT Images IEEE Sheikh Fazle Rabbi, Md. Al Mamun, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan and Azmain Yakin Srizon 2023 Conference CSE Md. Azmain Yakin Srizon
524 Enhancing Glaucoma Prediction Performance in OCT Images using Machine Learning Based on HOG Features IEEE Mahjabin Oishe, S. M. Mahedy Hasan, Azmain Yakin Srizon, Anwar Hossain Efat, Nahrin Jannat, Mostarina Mitu and Md. Farukuzzaman Faruk 2023 Conference CSE Md. Azmain Yakin Srizon
525 Evaluating the Efficacy of Feature Selection Methods in Cardiovascular Disease Prediction with Machine Learning IEEE Rezwanul Haque, S. M. Mahedy Hasan, Azmain Yakin Srizon, Anwar Hossain Efat, Md. Farukuzzaman Faruk, Mahjabin Oishe, Nahrin Jannat and Mostarina Mitu 2023 Conference CSE Md. Azmain Yakin Srizon
526 An Advanced IoT and GPS-GSM Based Real-Time Automated Data Monitoring Robot with Image Processing and Live Streaming for Human Life and Land Mine Detection Systems IEEE Md. Muhaiminul Islam, Farzana Akter, Md. Rakib Hossain, Dr Md Faruk Hossain, S. M. Mahedy Hasan and Azmain Yakin Srizon 2023 Conference CSE Md. Azmain Yakin Srizon
527 An Investigation of Hyperparameters Optimization and Feature Reduction Techniques: Predicting Airline Passenger Satisfaction Using Machine Learning Models IEEE Farjana Islam, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md. Rakib Hossain, Md. Al Mamun, Md Nazmul Islam and Md Faruk Hossain 2023 Conference CSE Md. Azmain Yakin Srizon
528 Predicting Brain Tumor Region from MRI FLAIR Images using Ensemble Method IEEE Protik Chakroborty, Sadia Zaman Mishu, Md. Al Mamun, Md. Ali Hossain and Azmain Yakin Srizon 2023 Conference CSE Md. Azmain Yakin Srizon
529 Spatial Attention-guided Deep Learning for Accurate Kidney Disease Classification in CT Scans IEEE Md Nazmul Islam, Md. Al Mamun, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, S. M. Mahedy Hasan and Barsha Roy 2023 Conference CSE Md. Azmain Yakin Srizon
530 A Customized 3D CNN Integrated with Convolutional Block Attention Module for Precise Diagnosis of COVID-19 and Pneumonia from CT Scan Images IEEE Md. Sabbir Hossain, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, S. M. Mahedy Hasan, Md. Shariful Chowdhury, Md. Rakib Hossain, Md Nazmul Islam and Md Faruk Hossain 2023 Conference CSE Md. Azmain Yakin Srizon
531 Comparative Study Between ResNet And EfficientNet Family For Classification of Leukemia IEEE Tushar Ibtekar, Md. Rakibul Haque and Azmain Yakin Srizon 2023 Conference CSE Md. Azmain Yakin Srizon
532 Enhanced Brain Tumor Classification using Squeeze and Excitation Attention-Guided Modified EfficientNetB2 Architecture IEEE Rifatul Islam, Md. Rakib Hossain, S. M. Mahedy Hasan, Azmain Yakin Srizon, Farzana Akter, Md. Minhazul Islam and Md. Musab Us Saber Shakin 2023 Conference CSE Md. Azmain Yakin Srizon
533 Channel Attention-Guided Lightweight CNN Meets Extreme Learning Machine: Multi-Class Crop Leaf Disease Classification with Explainable AI IEEE Md. Minhazul Islam, S. M. Mahedy Hasan, Md. Rakib Hossain, Azmain Yakin Srizon, Farzana Akter, Md. Farukuzzaman Faruk and Sheikh Shraboni Akter 2023 Conference CSE Md. Azmain Yakin Srizon
534 A Novel CNN-BiLSTM Fusion Model for Robust Age Estimation from Facial Images IEEE Anindya Basak, Farzana Akter, Md. Rakib Hossain, Azmain Yakin Srizon, S. M. Mahedy Hasan, Md. Farukuzzaman Faruk and Shadman Sakib 2023 Conference CSE Md. Azmain Yakin Srizon
535 Predictive Analytics in Agriculture: Unraveling the Determinants of Crop Yield with Machine Learning IEEE Shadman Sakib, S. M. Mahedy Hasan, Md. Rakib Hossain, Farzana Akter, Azmain Yakin Srizon, Md. Farukuzzaman Faruk and Anindya Basak 2023 Conference CSE Md. Azmain Yakin Srizon
536 Enhanced Brain Tumor Segmentation: A Study on the Efficacy of Multi-Model Ensembling Utilizing Diverse Backbones IEEE Hedayatul Islam, Md. Rakib Hossain, Farzana Akter, Azmain Yakin Srizon, S. M. Mahedy Hasan, Md. Farukuzzaman Faruk and Md. Minhazul Islam 2023 Conference CSE Md. Azmain Yakin Srizon
537 Leveraging AI-Driven Strategies to Mitigate Employee Turnover in Commercial Industries IEEE Md Hossain, Md. Rakib Hossain, S. M. Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md. Farukuzzaman Faruk and Hedayatul Islam 2023 Conference CSE Md. Azmain Yakin Srizon
538 Squeeze and Excitation Attention Meets Modified EfficientNetB0 Architecture: Multi-Class Brain Tumor Classification Using Explainable Artifical Intelligence IEEE Md. Musab Us Saber Shakin, Farzana Akter, S. M. Mahedy Hasan, Md. Rakib Hossain, Azmain Yakin Srizon, Rifatul Islam and Sheikh Shraboni Akter 2023 Conference CSE Md. Azmain Yakin Srizon
539 Prediction of Medical Insurance Costs: A SHAP-Enhanced Predictive Analysis for Transparency and Interpretability IEEE Shahriar Emon, Md. Rakib Hossain, S. M. Mahedy Hasan, Azmain Yakin Srizon, Farzana Akter, Md. Farukuzzaman Faruk and Md Hossain 2023 Conference CSE Md. Azmain Yakin Srizon
540 Identification and Validation of the Most Prevalent Biomarkers in Hepatocellular Carcinoma IEEE Sakib Sarker, Md. Al Mehedi Hasan and Azmain Yakin Srizon 2023 Conference CSE Md. Azmain Yakin Srizon
541 Navigating Bengali Linguistics: Insights from Machine and Deep Learning Perspectives for Categorization of Sentences IEEE Md Minhazul Islam, Tanbeer Jubaer, Azmain Yakin Srizon, Md. Rakib Hossain, S. M. Mahedy Hasan, Md. Farukuzzaman Faruk and A. F. M. Minhazur Rahman 2023 Conference CSE Md. Azmain Yakin Srizon
542 An Advanced IoT and GPS-GSM Based Real-Time Automated Data Monitoring Robot with Image Processing and Live Streaming for Human Life and Land Mine Detection Systems IEEE Md. Muhaiminul Islam, Farzana Akter, Md. Rakib Hossain, Md Faruk Hossain, S. M. Mahedy Hasan and Azmain Yakin Srizon 2023 Conference CSE Md. Azmain Yakin Srizon
543 An Effective Approach for Handwritten Punctuation Recognition by Using a Low-cost Convolutional Neural Network IEEE Azmain Yakin Srizon, Md. Ali Hossain, Abu Sayeed and Md. Mehedi Hasan 2022 Conference CSE Md. Azmain Yakin Srizon
544 BornomalaNet: An Effective Approach for Handwritten Bengali Characters Recognition by Using a Low-cost Convolutional Neural Network IEEE Azmain Yakin Srizon and Md. Ali Hossain 2022 Conference CSE Md. Azmain Yakin Srizon
545 Post-Pandemic Sentiment Analysis Based on Twitter Data Using Deep Learning IEEE Md Shamiul Islam Shopnil, S. M. Mahedy Hasan, Azmain Yakin Srizon and Md. Farukuzzaman Faruk 2022 Conference CSE Md. Azmain Yakin Srizon
546 An Ensemble Approach for Identification of Distracted Driver by Implementing Transfer Learned Deep CNN Architectures IEEE Md. Abdur Rakib Mollah, Azmain Yakin Srizon and Mohiuddin Ahmed 2022 Conference CSE Md. Azmain Yakin Srizon
547 Human Activity Recognition Utilizing Ensemble of Transfer-Learned Attention Networks and a Low-Cost Convolutional Neural Architecture IEEE Azmain Yakin Srizon, S. M. Mahedy Hasan, Md. Farukuzzaman Faruk, Abu Sayeed and Md. Ali Hossain 2022 Conference CSE Md. Azmain Yakin Srizon
548 ComNet: A Deep Convolutional Neural Network Capable of Classifying Compound Bengali Handwritten Characters High Number of Classes in a Data-Scarce State IEEE Md. Mehedi Hasan, Md. Ali Hossain, Azmain Yakin Srizon and Abu Sayeed 2022 Conference CSE Md. Azmain Yakin Srizon
549 Ensembled Transfer Learning Based Multi-channel Attention Networks for Human Activity Recognition in Still Images IEEE Access Koki Hirooka, Md. Al Mehedi Hasan, Jungpil Shin and Azmain Yakin Srizon 2022 Journal CSE Md. Azmain Yakin Srizon
550 High Performance Classification of Caltech-101 with a Transfer Learned Deep Convolutional Neural Network IEEE Md. Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed and Md. Al Mehedi Hasan 2021 Conference CSE Md. Azmain Yakin Srizon
551 Identifying Prognostic Features for Predicting Heart Failure Using Machine Learning Algorithm ACM Md. Al Mehedi Hasan, Jungpil Shin, Utsha Das and Azmain Yakin Srizon 2021 Conference CSE Md. Azmain Yakin Srizon
552 A Deep Learning Approach in Detailed Fingerprint Identification Taylor & Francis Mohiuddin Ahmed, Abu Sayeed, Azmain Yakin Srizon, Md Rakibul Haque and Md. Mehedi Hasan 2021 Book Chapter CSE Md. Azmain Yakin Srizon
553 Probing Skin Lesions and Performing Classification of Skin Cancer Using EfficientNet while Resolving Class Imbalance Using SMOTE Taylor & Francis Md Rakibul Haque, Azmain Yakin Srizon and Mohiuddin Ahmed 2021 Book Chapter CSE Md. Azmain Yakin Srizon
554 BengaliNet: A Low-Cost Novel Convolutional Neural Network for Bengali Handwritten Characters Recognition Applied Sciences, MDPI Abu Sayeed, Jungpil Shin, Md. Al Mehedi Hasan, Azmain Yakin Srizon and Md. Mehedi Hasan 2021 Journal CSE Md. Azmain Yakin Srizon
555 American Sign Language Alphabet Recognition by Extracting Feature from Hand Pose Estimation Sensors, MDPI Jungpil Shin, Akitaka Matsuoka, Md. Al Mehedi Hasan and Azmain Yakin Srizon 2021 Journal CSE Md. Azmain Yakin Srizon
556 Improving Performance of a Pre-trained ResNet-50 Based VGGFace Recognition System by Utilizing Retraining as a Heuristic Step IEEE Md. Mehedi Hasan, Md. Ali Hossain, Azmain Yakin Srizon, Abu Sayeed, Mohiuddin Ahmed and Md Rakibul Haque 2021 Conference CSE Md. Azmain Yakin Srizon
557 Low Resolution Hand Gestures Recognition of Bengali Sign Alphabet by Using a Convolutional Neural Network IEEE Azmain Yakin Srizon, Md. Ali Hossain and Md Rakibul Haque 2021 Conference CSE Md. Azmain Yakin Srizon
558 Exploring Spectral and Spatial Features Using a Hybrid Approach Combining Stacked AutoEncoder and a Novel Convolutional Neural Network for Hyperspectral Image Classification IEEE Md Rakibul Haque, Azmain Yakin Srizon and Md. Al Mamun 2021 Conference CSE Md. Azmain Yakin Srizon
559 Classification of Bengali Sign Language Characters by Applying a Novel Deep Convolutional Neural Network IEEE Md. Mehedi Hasan, Azmain Yakin Srizon and Md. Al Mehedi Hasan 2020 Conference CSE Md. Azmain Yakin Srizon
560 A Comprehensive Pre-processing Approach for High-Performance Classification of Twitter Data with several Machine Learning Algorithms IEEE Ananya Sarkar, Rabiul Islam and Azmain Yakin Srizon 2020 Conference CSE Md. Azmain Yakin Srizon
561 Effective Data Dimensionality Reduction Workflow for High-Dimensional Gene Expression Datasets IEEE Utsha Das, Azmain Yakin Srizon, Md. Al Mehedi Hasan, Julia Rahman and Md. Khaled Ben Islam 2020 Conference CSE Md. Azmain Yakin Srizon
562 Classification of Sign Language Characters by Applying a Deep Convolutional Neural Network IEEE Md. Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed and Md. Al Mehedi Hasan 2020 Conference CSE Md. Azmain Yakin Srizon
563 Bengali Handwritten Isolated Compound Characters Recognition by Applying Transfer Learned Deep Convolutional Neural Network IEEE Md. Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed and Md. Al Mehedi Hasan 2020 Conference CSE Md. Azmain Yakin Srizon
564 Classification of American Sign Language by Applying a Transfer Learned Deep Convolutional Neural Network IEEE Md. Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed and Md. Al Mehedi Hasan 2020 Conference CSE Md. Azmain Yakin Srizon
565 Accurate Recognition of Coronary Artery Disease by Applying Machine Learning Classifiers IEEE Utsha Das, Azmain Yakin Srizon and Md. Al Mehedi Hasan 2020 Conference CSE Md. Azmain Yakin Srizon
566 Prognostic Biomarkers Identification for Diabetes Classification by Utilizing Machine Learning Classifiers IEEE Utsha Das, Azmain Yakin Srizon, Md. Ansarul Islam, Dhiman Sikder Tonmoy and Md. Al Mehedi Hasan 2020 Conference CSE Md. Azmain Yakin Srizon
567 Handwritten Numerals Recognition by Employing a Transfer Learned Deep Convolution Neural Network for Diverse Literature IEEE Md. Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed and Md. Al Mehedi Hasan 2020 Conference CSE Md. Azmain Yakin Srizon
568 High-Performance Object Recognition by Employing a Transfer Learned Deep Convolutional Neural Network IEEE Md. Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed and Md. Al Mehedi Hasan 2020 Conference CSE Md. Azmain Yakin Srizon
569 Accurate Recognition of Leukemia Sub-types by Utilizing a Transfer Learned Deep Convolutional Neural Network IEEE Md. Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed and Md. Al Mehedi Hasan 2020 Conference CSE Md. Azmain Yakin Srizon
570 Bengali Sign Language Characters Recognition by Utilizing Transfer Learned Deep Convolutional Neural Network IEEE Abu Sayeed, Md. Mehedi Hasan and Azmain Yakin Srizon 2020 Conference CSE Md. Azmain Yakin Srizon
571 Bengali Handwritten Compound Characters Recognition by Utilizing Transfer Learning IEEE Md. Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed and Md. Al Mehedi Hasan 2020 Conference CSE Md. Azmain Yakin Srizon
572 Effective workflow for high-performance recognition of fruits using machine learning approaches International Research Journal of Engineering and Technology Abdul Kader, Samiha Sharif, Pranta Bhowmick, Fahmida Haque Mim and Azmain Yakin Srizon 2020 Journal CSE Md. Azmain Yakin Srizon
573 Prognostic Biomarker Identification for Pancreatic Cancer by Analyzing Multiple mRNA Microarray and microRNA Expression Datasets IEEE Azmain Yakin Srizon and Md. Al Mehedi Hasan 2019 Conference CSE Md. Azmain Yakin Srizon
574 Twitter data classification by applying and comparing multiple machine learning techniques International Journal of Innovative Research in Computer Science & Technology Ananya Sarker, Md. Shahid Uz Zaman and Azmain Yakin Srizon 2019 Journal CSE Md. Azmain Yakin Srizon
575 YOLO-Fish: A robust fish detection model to detect fish in realistic underwater environment Elsevier Abdullah Al Muksit, Fakhrul Hasan, Md Fahad Hasan Bhuiyan Emon, Md Rakibul Haque, Arif Reza Anwary, Swakkhar Shatabda 2022 Journal CSE Md Rakibul Haque
576 A lightweight 3D-2D convolutional neural network for spectral-spatial classification of hyperspectral images IOS PRESS Md Rakibul Haque, Sadia Zaman Mishu, Palash Uddin, Md Al Mamun 2022 Journal CSE Md Rakibul Haque
577 A Lightweight CNN Architecture for Chest X-ray Images Analysis to Facilitate Early Stage Detection of Lung Diseases IEEE Md Rakibul Haque, Md Al Mamun 2022 Conference CSE Md Rakibul Haque
578 Probing Skin Lesions and Performing Classification of Skin Cancer Using EfficientNet while Resolving Class Imbalance Using SMOTE Taylor & Francis Md Rakibul Haque, Azmain Yakin Srizon and Mohiuddin Ahmed 2021 Book Chapter CSE Md Rakibul Haque
579 A Deep Learning Approach in Detailed Fingerprint Identification [Accepted] Taylor & Francis Mohiuddin Ahmed, Abu Sayeed, Azmain Yakin Srizon, Md Rakibul Haque and Md. Mehedi Hasan 2021 Book CSE Md Rakibul Haque
580 Low Resolution Hand Gestures Recognition of Bengali Sign Alphabet by Using a Convolutional Neural Network IEEE Azmain Yakin Srizon, Md. Ali Hossain and Md Rakibul Haque 2021 Conference CSE Md Rakibul Haque
581 Exploring Spectral and Spatial Features Using a Hybrid Approach Combining Stacked AutoEncoder and a Novel Convolutional Neural Network for Hyperspectral Image Classification IEEE Md Rakibul Haque, Azmain Yakin Srizon and Md. Al Mamun 2021 Conference CSE Md Rakibul Haque
582 Improving Performance of a Pre-trained ResNet-50 Based VGGFace Recognition System by Utilizing Retraining as a Heuristic Step IEEE Md. Mehedi Hasan, Md. Ali Hossain, Azmain Yakin Srizon, Abu Sayeed, Mohiuddin Ahmed and Md Rakibul Haque 2021 Conference CSE Md Rakibul Haque
583 DDoS Attack Detection in IoT Networks Using Deep Learning Models Combined with Random Forest as Feature Selector Springer Minhaz Bin Farukee, M.S.Zaman Shabit, Md. Rakibul Haque and A H M Sarowar Sattar 2020 Conference CSE Md Rakibul Haque
584 OriC-ENS: A Sequence-Based Ensemble Classifier for Predicting Origin of Replication in S. cerevisiae Computational Biology and Chemistry, Elsevier Sayed Mehedi Azim, Md. Rakibul Haque, Swakkhar Shatabda 2020 Journal CSE Md Rakibul Haque
585 Breast-Cancer-Diagnosis-Models-Using-PCA-and-Different Neural Network Architectures IEEE Md. Mehedi Hasan, Md Rakibul Haque ,Mir Md. Jahangir Kabir 2019 Conference CSE Md Rakibul Haque
586 Spectral-Spatial Feature Extraction Using PCA and Multi-Scale Deep Convolutional Neural Network for Hyperspectral Image Classification IEEE Md. Rakibul Haque,Sadia Zaman Mishu 2019 Conference CSE Md Rakibul Haque
587 Performance Analysis of Different Neural Networks for Sentiment Analysis on IMDb Movie Reviews IEEE Md. Rakibul Haque,Salma Akter Lima,Sadia Zaman Mishu 2019 Conference CSE Md Rakibul Haque
588 A Combined Approach Using Image Processing and Deep Learning to Detect Pneumonia from Chest X- Ray Image IEEE Md. Mehedi Hasan,Mir Md. Jahangir Kabir,Md. Rakibul Haque,Mohiuddin Ahmed 2019 Conference CSE Md Rakibul Haque
589 CARBO: Clustering and rotation based oversampling for class imbalance learning Knowledge-Based Systems, Elsevier. Mahit Kumar Paul, Biprodip Pal, AHM Sarowar Sattar, ASM Mustakim Rahman Siddique, Md Al Mehedi Hasan 2024 Journal CSE Mahit Kumar Paul
590 Analyzing students' academic performance using educational data mining Computers and Education: Artificial Intelligence, Elsevier. Sazol Sarker, Mahit Kumar Paul, Sheikh Tasnimul Hasan Thasin, Md Al Mehedi Hasan 2024 Journal CSE Mahit Kumar Paul
591 Efficient perturbation techniques for preserving privacy of multivariate sensitive data Array, Elsevier. Mahbubur Rahman, Mahit Kumar Paul, A.H.M. Sarowar Sattar 2023 Journal CSE Mahit Kumar Paul
592 Mahit Kumar Paul A Hybrid Approach for Imbalanced Data Classification by Combining Clustering with Instance Selection IEEE Raiyan Noory Rady, Mahit Kumar Paul 2023 Conference CSE Mahit Kumar Paul
593 Privacy Preservation of Multivariate Sensitive Data Using Hybrid Perturbation Technique Springer Nature Singapore Saurav Kumar Roy, Mahit Kumar Paul 2023 Conference CSE Mahit Kumar Paul
594 A Hybrid Preprocessing Approach for the Classification of Class Imbalanced Data IEEE Md Asmaul Hossain Murad, Mahit Kumar Paul 2023 Conference CSE Mahit Kumar Paul
595 Enhancing the performance of 3D rotation perturbation in privacy preserving data mining using correlation based feature selection Springer Singapore Mahit Kumar Paul, Md. Rabiul Islam 2022 Conference CSE Mahit Kumar Paul
596 Abstractive Dialog Summarization using Two Stage Framework with Contrastive Learning IEEE Sudipto Dip Halder, Mahit Kumar Paul, Bayezid Islam 2022 Conference CSE Mahit Kumar Paul
597 Effects of Normalization on Rotation Based Perturbation Techniques for Privacy Preservation IEEE Mahit Kumar Paul, Md. Rabiul Islam 2021 Conference CSE Mahit Kumar Paul
598 Performance Analysis of Ensemble Based Approaches to Mitigate Class Imbalance Problem After Applying Normalization IEEE Atik Shahriar Pranto, Mahit Kumar Paul 2021 Conference CSE Mahit Kumar Paul
599 An efficient perturbation approach for multivariate data in sensitive and reliable data mining Journal of Information Security and Applications, Elsevier. Mahit Kumar Paul, Md. Rabiul Islam, A.H.M. Sarowar Sattar 2021 Journal CSE Mahit Kumar Paul
600 Identification of Drop Out Students Using Educational Data Mining IEEE Nafisa Tasnim, Mahit Kumar Paul, AHM Sarowar Sattar 2019 Conference CSE Mahit Kumar Paul
601 Performance Analysis of Different Decision Tree Based Methods for Identifying Drop Out Students IEEE Nafisa Tasnim, Mahit Kumar Paul, AHM Sarowar Sattar 2019 Conference CSE Mahit Kumar Paul
602 Time and Computation Efficient Malicious Android Application Detection Using Machine Learning Techniques IEEE Sabbir Ahmed Saqlain, Navid Bin Mahamud, Mahit Kumar Paul, AHM Sarowar Sattar 2019 Conference CSE Mahit Kumar Paul
603 Market Basket Analysis Using Apriori and FP Growth Algorithm IEEE Maliha Hossain, AHM Sarowar Sattar, Mahit Kumar Paul 2019 Conference CSE Mahit Kumar Paul
604 Water Bodies Identification in Landsat 8 OLI Image Using Machine Learning IEEE Farzana Yasmin, AHM Sarowar Sattar, Mahit Kumar Paul 2019 Conference CSE Mahit Kumar Paul
605 Privacy Preserving Data Mining Using Non-Negative Matrix Factorization and Singular Value Decomposition IEEE Afsana Afrin, Mahit Kumar Paul, AHM Sarowar Sattar 2019 Conference CSE Mahit Kumar Paul
606 A New Hybrid Approach for Privacy Preserving Data Mining Using Matrix Decomposition Technique IEEE Md. Mehedi Hasan, Md. Sabbir Hossain, Mahit Kumar Paul, AHM Sarowar Sattar 2019 Conference CSE Mahit Kumar Paul
607 A Gaussian Mixture Based Boosted Classification Scheme For Imbalanced And Oversampled Data IEEE Biprodip Pal, Mahit Kumar Paul 2017 Conference CSE Mahit Kumar Paul
608 Gaussian Mixture Based Semi Supervised Boosting For Imbalanced Data Classification IEEE Mahit Kumar Paul, Biprodip Pal 2016 Conference CSE Mahit Kumar Paul
609 Temporal Gradient based Satellite Image Compression International Journal of Computer Applications (IJCA), vol. 174, no. 20, pp. 38-21, Feb. 2021 Sanchita Rani Das, Md. Al Mamun and Md. Ali Hossain 2021 Journal CSE Professor Dr. Md. Ali Hossain
610 PCA-based Feature Reduction for Hyperspectral Remote Sensing Image Classification IETE Technical Review, Taylor & Francis Md. Palash Uddin, Md. Al Mamun, and Md. Ali Hossain 2020 Journal CSE Professor Dr. Md. Ali Hossain
611 Effective subspace detection based on the measurement of both the spectral and spatial information for hyperspectral image classification International Journal of Remote Sensing, 2020, Taylor & Francis Sadia Zaman Mishu, Boshir Ahmed, Md. Ali Hossain, and Md. Palash Uddin 2020 Journal CSE Professor Dr. Md. Ali Hossain
612 Feature Subspace Detection for Hyperspectral Images Classification using Segmented Principal Component Analysis and F-score IEEE Region 10 Symposium (TENSYMP), June 2020, Dhaka, Bangladesh U. A. Md. Ehsan Ali, and Md. Ali Hossain 2020 Conference CSE Professor Dr. Md. Ali Hossain
613 Feature Reduction Based on the Fusion of Spectral and Spatial Transformation for Hyperspectral Image Classification IEEE Region 10 Symposium (TENSYMP), June 2020, Dhaka, Bangladesh. Md. Moazzem Hossain, Md. Ali Hossain 2020 Conference CSE Professor Dr. Md. Ali Hossain
614 Target Class Oriented Subspace Detection for Hyperspectral Image Classification by Using Mutual Information and Cross Cumulative Residual Entropy IEEE Region 10 Symposium (TENSYMP), June 2020, Dhaka, Bangladesh. Abu Sayeed, Abdul Alim, Md. Ali Hossain 2020 Conference CSE Professor Dr. Md. Ali Hossain
615 Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification International Journal of Remote Sensing, Taylor & Francis, vol. 40, no. 18, pp. 7190-7220 Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain 2019 Journal CSE Professor Dr. Md. Ali Hossain
616 Optimized subspace selection based on dominant band detection from hyperspectral images Journal of Engineering and Applied Science (JEAS), RUET, pp. 1-11 Md. Ali Hossain, Subir Sarker, and Md. Rabiul Islam 2019 Journal CSE Professor Dr. Md. Ali Hossain
617 A comparative analysis on the task of classification for remote sensing hyperspectral data Journal of Engineering and Applied Science (JEAS), RUET Abu Sayeed, Md. Ali Hossain and Md. Rabiul Islam 2019 Journal CSE Professor Dr. Md. Ali Hossain
618 Feature reduction based on segmented principal component analysis for hyperspectral images classification International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET, Bangladesh Md. Rashedul Islam, Boshir Ahmed and Md. Ali Hossain 2019 Conference CSE Professor Dr. Md. Ali Hossain
619 A comparison of supervised and unsupervised dimension reduction methods for hyperspectral image classification International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET Asif Ahmmed Joy, Md. Al Mehedi Hasan, and Md. Ali Hossain 2019 Conference CSE Professor Dr. Md. Ali Hossain
620 An Improved Approach for Underwater Image Enhancement Through Color Correction, Contrast Synthesis and Dehazing International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2) M. S. Islam, M. A. Hossain and D. M. A. Mamun 2019 Conference CSE Professor Dr. Md. Ali Hossain
621 Feature reduction of hyperspectral image for classification Journal of Spatial Science, Taylor & Francis, vol. 0, no. 0, pp. 1-21, 2020. [doi = {10.1080/14498596.2020.1770137}], [Q2: 2019, SCI Index, H Index: 25] Rashedul Islam and Boshir Ahmed and Ali Hossain 2019 Journal CSE Professor Dr. Md. Ali Hossain
622 Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification International Journal of Remote Sensing (IJRS), Taylor & Francis, vol. 21, pp. 286-32, 2021 [2019 IF= 2.976, H index: 174, SCIE, Q1, Citation: 5] Md. Palash Uddin, Md. Al Mamun, Masud Ibn Afjal, and Md. Ali Hossain 2019 Journal CSE Professor Dr. Md. Ali Hossain
623 Comparative analysis of classification approaches for heart disease prediction International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2) S. M. M. Hasan, M. A. Mamun, M. P. Uddin and M. A. Hossain 2018 Conference CSE Professor Dr. Md. Ali Hossain
624 Comparative analysis of K-means and bisecting K-means algorithms for brain tumor detection International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2) M. R. Mahmud, M. A. Mamun, M. A. Hossain and M. P. Uddin, 2018 Conference CSE Professor Dr. Md. Ali Hossain
625 Brain tumor detection using anisotropic filtering, SVM classifier and morphological operation from MR images International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2) M. H. O. Rashid, Md. Al Mamun, Md. Ali Hossain and Md. Palash Uddin 2018 Conference CSE Professor Dr. Md. Ali Hossain
626 Target class oriented subspace detection for effective hyperspectral image classification 4th International Conference on Electrical Engineering and Information &Communication Technology (iCEEiCT), pp. 381-384 Md. Tanvir Ahmed, Md. Ali. Hossain, and Md. Al Mamun 2018 Conference CSE Professor Dr. Md. Ali Hossain
627 Hybrid sub-space detection technique for effective hyperspectral image classification International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), pp. 1-4 Sadia Zaman Mishu, Md. Ali Hossain, Boshir Ahmed 2018 Conference CSE Professor Dr. Md. Ali Hossain
628 Improved Subspace Detection based on Minimum Noise Fraction and Mutual Information for Hyperspectral Image Classification International Joint Conference on Computational Intelligence (IJCCI), Springer Singapore, pp. 631—641 Md. Rashedul Islam, Md. Ali Hossain and Boshir Ahmed 2018 Conference CSE Professor Dr. Md. Ali Hossain
629 Statistical similarity based change detection for multitemporal remote sensing images Journal of Electrical and Computer Engineering, vol. 2017, Article ID 3123967 Mumu Aktar, Md. Al Mamun, and Md. Ali Hossain 2017 Journal CSE Professor Dr. Md. Ali Hossain
630 Effective subspace detection based on cross cumulative residual entropy for hyperspectral image classification International Conference on Electrical Computer and Communication Engineering (ECCE), CUET, Bangladesh, pp. 548-551 Md. Ali Hossain, Boshir Ahmed, Suhrid Shakhar Ghosh and Md. Nazrul Islam Mondal 2017 Conference CSE Professor Dr. Md. Ali Hossain
631 Feature mining for effective subspace detection and classification of hyperspectral images International Conference on Electrical Computer and Communication Engineering (ECCE), CUET, Bangladesh, pp. 544-547 Md. Ali Hossain, Hasin-E-Jannat, Boshir Ahmed, and Md. Al Mamun 2017 Conference CSE Professor Dr. Md. Ali Hossain
632 Satellite image compression using integer wavelet regression IEEE International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET, Bangladesh, pp. 438-442 Md. Al Mamun, Md. Ali Hossain, Md. Nazrul Islam Mondal, and Mumu Aktar 2017 Conference CSE Professor Dr. Md. Ali Hossain
633 Segmented FPCA for hyperspectral image classification 3rd International Conference on Electrical Information and Communication Technology (EICT), KUET, Bangladesh, pp. 1-6 Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain 2017 Conference CSE Professor Dr. Md. Ali Hossain
634 Bangla optical character recognition through segmentation using curvature distance and multilayer perceptron algorithm IEEE International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET, Bangladesh, pp. 253-257 Shyla Afroge and Boshir Ahmed, Md. Ali Hossain 2017 Conference CSE Professor Dr. Md. Ali Hossain
635 Feature extraction for hyperspectral image classification IEEE Region 10 Humanitarian Technology Conference (R10HTC), BUET, Bangladesh, pp. 379-382 [est Paper Award, Citation: 1] Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain 2017 Conference CSE Professor Dr. Md. Ali Hossain
636 Improved feature extraction using segmented FPCA for hyperspectral image classification 2nd International Conference on Electrical & Electronic Engineering (ICEEE), pp. 1-4 Md. Palash Uddin, Md. Al Mamun and Md. Ali Hossain 2017 Conference CSE Professor Dr. Md. Ali Hossain
637 An adaptive background modeling based on modified running gaussian average method International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET, Bangladesh, pp. 524-527 Md. Asifur Rahman, Boshir Ahmed, Md. Ali Hossian, and Md. Nazrul Islam Mondal 2017 Conference CSE Professor Dr. Md. Ali Hossain
638 Performance comparison of partition based clustering algorithms on iris image preprocessing 2nd International Conference on Electrical & Electronic Engineering (ICEEE), RUET, Bangladesh Md. Sabbir Ejaz, Dr. Md. Ali Hossain, Abdul Matin, Md. Tanvir Ahmed 2017 Conference CSE Professor Dr. Md. Ali Hossain
639 One-class oriented feature selection and classification of heterogeneous remote sensing images IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, no. 4, pp. 1606-1612 M. A. Hossain, X. Jia and J. A. Benediktsson 2016 Journal CSE Professor Dr. Md. Ali Hossain
640 Faster implementation of Booth's algorithm using FPGA 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), RUET, Bangladesh Ahmed Salman Tariq, Ruhul Amin, Md. Nazrul Islam Mondal and Md. Ali Hossain 2016 Conference CSE Professor Dr. Md. Ali Hossain
641 Weighted normalized mutual information based change detection in remote sensing images 19th International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh M. Aktar, M. A. Mamun, M. A. Hossain and M. S. R. Shuvo 2016 Conference CSE Professor Dr. Md. Ali Hossain
642 Closest class measure based subspace detection for hyperspectral image classification International Conference on Computer and Information Engineering (ICCIE), Rajshahi, pp. 130-133 [Best Paper Award] M. A. Hossain, M. A. Mamun, S. U. Zaman and M. N. I. Mondal 2015 Conference CSE Professor Dr. Md. Ali Hossain
643 Histogram based water quality assessment in satellite images International Conference on Computer and Information Engineering (ICCIE), Rajshahi, pp. 95-98 Mumu Aktar, M. Al Mamun, Md. Shamimur Rahman Shuvo and Md. Ali Hossain 2015 Conference CSE Professor Dr. Md. Ali Hossain
644 Reconstruction of satellite images by multi-temporal gradient based sequential prediction IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Quebec, Canada, pp. 1616-1618 M. A. Mamun, X. Jia and M. A. Hossain 2015 Conference CSE Professor Dr. Md. Ali Hossain
645 Subspace detection using a mutual-information measure for hyperspectral image classification IEEE Geoscience and Remote Sensing Letters, vol. 11, no. 2, pp. 424-428 M. A. Hossain, X. Jia and M. Pickering 2014 Journal CSE Professor Dr. Md. Ali Hossain
646 Subspace Detection Approaches for Hypespectral Image Classification University of New South Wales Canberra, Australia Md. Ali Hossain 2014 Book CSE Professor Dr. Md. Ali Hossain
647 Incorporating spatial properties in subspace detection IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Melbourne, Australia, pp. 3986-3989 Md. Ali Hossain, Xiuping Jia and Mark Pickering 2013 Conference CSE Professor Dr. Md. Ali Hossain
648 Subspace detection based on the combination of nonlinear feature extraction and feature selection IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Florida, USA, [Citation: 1] Md. Ali. Hossain, Xuiping Jia and Mark Pickering 2013 Conference CSE Professor Dr. Md. Ali Hossain
649 Improved feature selection based on a mutual information measure for hyperspectral image classification IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Munich, Germany, pp. 3058-3061, [Citation: 2] Md. Ali Hossain, Xiuping Jia and Mark Pickering 2012 Conference CSE Professor Dr. Md. Ali Hossain
650 Feature reduction based on a combination of mutual information and principal component analysis for hyperspectral image classification 11th Australian Space Science Conference, Canberra, Australia, pp. 191-199 Md. Ali Hossain, Mark Pickering, Xiuping Jia 2011 Conference CSE Professor Dr. Md. Ali Hossain
651 Unsupervised feature extraction based on a mutual information measure for hyperspectral image classification IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Vancouver, Canada, pp. 1720-1723 Md. Ali Hossain, Mark Pickering and, Xiuping Jia 2011 Conference CSE Professor Dr. Md. Ali Hossain
652 Automatic Extractions of Road Intersections from Satellite Imagery in Urban Areas 6th International Conference on Electrical and Computer Engineering (ICECE), Dhaka, Bangladesh, pp. 686-689 Md. Ali Hossain, Boshir Ahmed, and Md. Ariful Islam 2010 Conference CSE Professor Dr. Md. Ali Hossain
653 Stacking Ensemble Technique for Multiple Medical Datasets Classification: A Generalized Prediction Model 3rd International Conference on Electrical, Computer and Communication Engineering (ECCE) Nahrin Jannat, S. M. Mahedy Hasan, Anwar Hossain Efat, Md Fakrul Taraque, Mostarina Mitu, Md. Al Mamun, Md. Farukuzzaman Faruk 2023 Conference CSE S. M. Mahedy Hasan
654 Recognition of Leukemia Sub-types Using Transfer Learning and Extraction of Distinguishable Features Using an Effective Machine Learning Approach 3rd International Conference on Electrical, Computer and Communication Engineering (ECCE) Tahsen Islam Sajon, Maria Chowdhury, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, Abu Sayeed, A. F. M. Minhazur Rahman 2023 Conference CSE S. M. Mahedy Hasan
655 Hyperparameter-Tuned Machine Learning Models for Complex Medical Datasets Classification 3rd International Conference on Electrical, Computer and Communication Engineering (ECCE) Soumik Datta, S. M. Mahedy Hasan, Mostarina Mitu, Md Fakrul Taraque, Nahrin Jannat, Anwar Hossain Efat 2023 Conference CSE S. M. Mahedy Hasan
656 Machine Learning-based Models for Predicting Autism Spectrum Disorders Chapman and Hall/CRC SM Mahedy Hasan, Md Fazle Rabbi, Arifa Islam Champa, Md Rifat Hossain, Md Asif Zaman 2023 Book Chapter CSE S. M. Mahedy Hasan
657 A Convolutional Neural Network Model for Screening COVID-19 Patients Based on CT Scan Images Springer-Proceedings of the International Conference on Big Data, IoT, and Machine Learning: BIM 2021 Fazle Rabbi, Mahedy Hasan, AI Champa, Rifat Hossain, Asif Zaman 2022 Conference CSE S. M. Mahedy Hasan
658 Inquisition of The Support Vector Machine Classifier in Association with Hyper-parameter Tuning: A Disease Prognostication Model IEEE (Accepted) Anwar Hossain Efat, S. M. Mahedy Hasan, Nahrin Jannat, Mostarina Mitu, Md Fakrul Taraque, Shahriar Ferdous, Soumik Datta 2022 Conference CSE S. M. Mahedy Hasan
659 Early Stage Prediction of Autism Spectrum Disorder: Analyzing Different Hyperparameter Tuned Machine Learning Classifier IEEE (Accepted) Md Fakrul Taraque, S. M. Mahedy Hasan, Nahrin Nipun, Anwar Hossain Efat, Mostarina Mitu, Soumik Datta, Shahriar Ferdous 2022 Conference CSE S. M. Mahedy Hasan
660 Post-Pandemic Sentiment Analysis Based on Twitter Data Using Deep Learning IEEE-2022 25th International Conference on Computer and Information Technology (ICCIT) MD Shamiul Islam Shopnil, S. M. Mahedy Hasan, Md. Azmain Yakin Srizon, Md. Farukuzzaman Faruk 2022 Conference CSE S. M. Mahedy Hasan
661 Human Activity Recognition Utilizing Ensemble of Transfer-Learned Attention Networks and a Low-Cost Convolutional Neural Architecture IEEE-2022 25th International Conference on Computer and Information Technology (ICCIT) Azmain Yakin Srizon, S. M. Mahedy Hasan, Md. Farukuzzaman Faruk , Abu Sayeed§ and Md. Ali Hossain 2022 Conference CSE S. M. Mahedy Hasan
662 Performance Analysis of Hybrid Deep Learning Models in Sarcasm Classification IEEE-2022 25th International Conference on Computer and Information Technology (ICCIT) Md Fatin Faiaz Isty, S. M. Mahedy Hasan, MD Shamiul Islam Shopnil 2022 Conference CSE S. M. Mahedy Hasan
663 A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders IEEE Access S. M. Mahedy Hasan, Md. Palash Uddin, Md. Al Mamun, Muhammad Imran Sharif, Anwaar Ulhaq, Govind Krishnamoorthy 2022 Journal CSE S. M. Mahedy Hasan
664 The Development of an Image Searching Method by a Content Based Image Retrieval System IEEE (Accepted) M. A. Rahman, Md Rakib Hossain, S. M. Mahedy Hasan 2022 Conference CSE S. M. Mahedy Hasan
665 A Comparative Study of Classification Approaches for COVID-19 Prediction IEEE-2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) S. M. Mahedy Hasan, Md. Fazle Rabbi, Arifa Islam Champa, Md. Asif Zaman 2021 Conference CSE S. M. Mahedy Hasan
666 A Convolutional Neural Network Model for Early-Stage Detection of Autism Spectrum Disorder IEEE-2021 international conference on information and communication technology for sustainable development (icict4sd) Md. Fazle Rabbi, S. M. Mahedy Hasan, Arifa Islam Champa, Md. Asif Zaman 2021 Conference CSE S. M. Mahedy Hasan
667 Tree-Based Classifier for Hyperspectral Image Classification via Hybrid Technique of Feature Reduction IEEE-2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) Arifa Islam Champa, Md Fazle Rabbi, S. M. Mahedy Hasan, Md. Asif Zaman 2021 Conference CSE S. M. Mahedy Hasan
668 Hybrid Technique for Classification of Hyperspectral Image Using Quadratic Mutual Information IEEE-2020 IEEE Region 10 Symposium (TENSYMP) Arifa Islam Champa, S. M. Mahedy Hasan, Md Atikur Rahman, Md Fazle Rabbi 2020 Conference CSE S. M. Mahedy Hasan
669 A Machine Learning-Based Model for Early Stage Detection of Diabetes IEEE-2020 23rd International Conference on Computer and Information Technology (ICCIT) S. M. Mahedy Hasan, Md. Fazle Rabbi, Arifa Islam Champa, Md. Asif Zaman 2020 Conference CSE S. M. Mahedy Hasan
670 An Effective Diabetes Prediction System Using Machine Learning Techniques IEEE-2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT) Md. Fazle Rabbi, S. M. Mahedy Hasan, Arifa Islam Champa, Md. Asif Zaman 2020 Conference CSE S. M. Mahedy Hasan
671 Prediction of liver disorders using machine learning algorithms: a comparative study IEEE-2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT) Md Fazle Rabbi, SM Mahedy Hasan, Arifa Islam Champa, Md AsifZaman, Md Kamrul Hasan 2020 Conference CSE S. M. Mahedy Hasan
672 Comparative Analysis of Classification Approaches for Heart Disease Prediction IEEE-2018 International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2) SMM Hasan, MA Mamun, MP Uddin, MA Hossain 2018 Conference CSE S. M. Mahedy Hasan
673 Ensemble-Based Transfer Learning Approach for Brain Tumor Segmentation from MRI Images Taylor and Francis A. F. M. Minhazur Rahman and Md. Ali Hossain 2023 Book Chapter CSE A. F. M. Minhazur Rahman
674 Attention-refined U-Net with Skip Connections for Effective Brain Tumor Segmentation from MRI Images IEEE A. F. M. Minhazur Rahman and Md. Ali Hossain 2023 Conference CSE A. F. M. Minhazur Rahman
675 An Attention-Based Deep Learning Approach to Knee Injury Classification from MRI Images IEEE Kowshik Deb Nath, A. F. M. Minhazur Rahman and Md. Ali Hossain 2023 Conference CSE A. F. M. Minhazur Rahman
676 Navigating Bengali Linguistics: Insights from Machine and Deep Learning Perspectives for Categorization of Sentences IEEE Md Minhazul Islam, Tanbeer Jubaer, Azmain Yakin Srizon, Md Rakib Hossain, SM Mahedy Hasan, Md Farukuzzaman Faruk, A. F. M. Minhazur Rahman 2023 Conference CSE A. F. M. Minhazur Rahman
677 Depression Detection From Social Media Textual Data Using Natural Language Processing and Machine Learning Techniques IEEE Farhan Kabir, Md Ali Hossain, AFM Minhazur Rahman, Sadia Zaman Mishu 2023 Conference CSE A. F. M. Minhazur Rahman
678 Recognition of Leukemia Sub-types Using Transfer Learning and Extraction of Distinguishable Features Using an Effective Machine Learning Approach IEEE Tahsen Islam Sajon, Maria Chowdhury, Azmain Yakin Srizon, Md Farukuzzaman Faruk, SM Mahedy Hasan, Abu Sayeed, A. F. M. Minhazur Rahman 2023 Conference CSE A. F. M. Minhazur Rahman
679 Hyperspectral Image Classification Using Factor Analysis and Convolutional Neural Networks Lecture Notes on Data Engineering and Communications Technologies, Springer A. F. M. Minhazur Rahman, Boshir Ahmed 2021 Book Chapter CSE A. F. M. Minhazur Rahman
680 Attention-aided VGG16 for Hyperspectral Image Classification 2024 27th International Conference on Computer and Information Technology (ICCIT) Samia Islam Safa, Tasmia Jannat 2024 Conference CSE Tasmia Jannat
681 Advancing Deepfake Detection: Integrating Time Series Processing with Vision Transformers 2024 27th International Conference on Computer and Information Technology (ICCIT) Srabonti Deb, Tasmia Jannat, Mohiuddin Ahmed 2024 Conference CSE Tasmia Jannat
682 Effective Pest Detection by YOLOv5 with BottleneckCSP 2024 IEEE International Conference on Power, Electrical, Electronics and Industrial Applications (PEEIACON) Ishrat Zahan Tani, Tasmia Jannat 2024 Conference CSE Tasmia Jannat
683 Bloodstain Classification in Forensic Analysis Using Optimized 3D CNN 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) Md Al Amin Tokder Shoukhin; Tasmia Jannat; Md. Ali Hossain; Nazmul Haque 2024 Conference CSE Tasmia Jannat
684 Adapting VGG16 and ResNet50 for Cross-Domain Transfer Learning on Hyperspectral Image 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) Tasmia Jannat; Md. Ali Hossain 2024 Conference CSE Tasmia Jannat
685 An Improved Fusion in Extraction of Local and Global Features for Hyperspectral Image Classification 26th International Conference on Computer and Information Technology (ICCIT) Tasmia Jannat, Md. Ali Hossain, Md Anisur Rahman 2023 Conference CSE Tasmia Jannat
686 An improved Spectral Analysis based Subspace Detection for Hyperspectral Image Classification 26th International Conference on Computer and Information Technology (ICCIT) Kazi Mehrab Rashid, Md. Ali Hossain, Tasmia Jannat and Md. Anisur Rahman 2023 Conference CSE Tasmia Jannat
687 Brain Tumor Segmentation with Efficient and Low-Complex Architecture Using RCNN and Modified U-Net International Conference on Big Data, IoT and Machine Learning (BIM 2023) Ananta Raha, Farjana Parvin, Tasmia Jannat 2023 Book Chapter CSE Tasmia Jannat
688 An Effective Approach for Hyperspectral Image Classification Based on 3D CNN with Mish Activation Function 2022 25th International Conference on Computer and Information Technology (ICCIT) Tasmia Jannat; Md. Ali Hossain; Abu Sayeed 2022 Conference CSE Tasmia Jannat
689 Dimension Reduction using Unsupervised PCA and Supervised LDA and 3D CNN for Classification of Hyperspectral Image International Conference on Engineering Research, Innovation and Education (ICERIE) Tasmia Jannat, Abu Sayeed 2021 Conference CSE Tasmia Jannat
690 Supervised Linear Discriminant Analysis for Dimension Reduction and Hyperspectral Image Classification Method Based on 2D–3D CNN The International Conference on Automation, Control and Mechatronics for Industry 4.0 Tasmia Jannat, Abu Sayeed, Shafia Afrin 2021 Conference CSE Tasmia Jannat
691 Dimension Reduction Using Supervised LDA and Unsupervised PCA and 3D CNN for Classification of Hyperspectral Image Journal of Engineering Research, Innovation and Education Tasmia Jannat, Abu Sayeed 2021 Journal CSE Tasmia Jannat
692 Unreal Engine Blueprint: Developing Hack and Slash Using Spawn Projectile Method IEEE Shadib Mahmud; Suhrid Shakhar Ghosh 2021 Conference CSE Suhrid Shakhar Ghosh
693 Performance Comparison of Different Convolutional Neural Network Approaches for Facial Expression Recognition International Journal for Research in Applied Science and Engineering Technology Suhrid Shakhar Ghosh, Md. Yasir Arafat, Abdullah Al Noman Sarkar 2021 Journal CSE Suhrid Shakhar Ghosh
694 Effective subspace detection based on cross cumulative residual entropy for hyperspectral image classification IEEE Md. Ali Hossain; Boshir Ahmed; Suhrid Shakhar Ghosh; Md. Nazrul Islam Mondal 2017 Conference CSE Suhrid Shakhar Ghosh
695 SP-1: Design and Simulation of 4-bit Simple CPU on Logisim for Computer Architecture Education 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), 2022 Nahin Ul Sadad, Afsana Afrin, and Md. Nazrul Islam Mondal 2022 Conference CSE Nahin Ul Sadad
696 Binary Classification using K-Nearest Neighbor Algorithm on FPGA International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), 2021 Nahin Ul Sadad, Afsana Afrin, and Md. Nazrul Islam Mondal 2021 Conference CSE Nahin Ul Sadad
697 FPGA based Histogram Equalization for Image Processing 3rd International Conference on Electrical & Electronic Engineering (ICEEE), 2021 Nahin Ul Sadad, Afsana Afrin, and Md. Nazrul Islam Mondal 2021 Conference CSE Nahin Ul Sadad
698 Implementation of Scalable Non-Recursive Merge Sort on FPGA International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), 2021 Nahin Ul Sadad, Afsana Afrin, and Md. Nazrul Islam Mondal 2021 Conference CSE Nahin Ul Sadad
699 A MACHINE LEARNING APPROACH FOR FAST CU PARTITIONING AND TIME COMPLEXITY REDUCTION IN VIDEO CODING, 5th International Conference on Electrical Information and Communication Technology (EICT), 17 - 19 December 2021 IEEE Md. Zahirul Islam, Boshir Ahmed 2021 Conference CSE Md. Zahirul Islam
700 Fast CU Splitting And Computational Complexity Minimization Technique By Using Machine Learning Algorithm In Video Compression, 22 - 24 December, 2021 IEEE Md. Zahirul Islam, Boshir 2021 Conference CSE Md. Zahirul Islam
701 M. Z. Islam and B. Ahmed, "Visualization of CTU Partitioning And Time Complexity Analysis in HEVC and VVC," 2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE), 2021, pp. 169-172, doi: 10.1109/ICEEE54059.2021.9718772. IEEE Md. Zahirul Islam, Boshir Ahmed 2021 Conference CSE Md. Zahirul Islam
702 Superpixel Based Inter-Frame Prediction in Video Coding, 5th International Conference on Advances in Electrical Engineering (ICAEE), 26 - 28 September, 2019 IEEE Eimran Hossain Eimon, Md. Zahirul Islam, Shahiduz Zaman, Md. Al Mehedi Hasan, Boshir Ahmed 2019 Conference CSE Md. Zahirul Islam
703 Classification Based Intermediate Frame Prediction in Video Compression, 5th International Conference on Advances in Electrical Engineering (ICAEE), 26 - 28 September, 2019 IEEE Md. Zahirul Islam, Eimran Hossain Eimon, Boshir Ahmed, Md. Al Mehedi Hasan 2019 Conference CSE Md. Zahirul Islam
704 Weighted Densenet Ensemble with Transformer Encoder and External Attention for Gastrointestinal Disease Classification IEEE- 2025 2nd International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM) Most Thasin Sabira, Md Farukuzzaman Faruk, Md Nasif Osman Khansur, Azmain Yakin Srizon, SM Mahedy Hasan 2025 Conference CSE Md. Farukuzzaman Faruk
705 An effective screening of COVID-19 pneumonia by employingchest X-ray segmentation and attention-based ensembled classification IET Image Processing: Wiley (Q2) Abu Sayeed, Nasif Osman Khansur, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Salem A. Alyami, AKM Azad, Mohammad Ali Moni 2024 Journal CSE Md. Farukuzzaman Faruk
706 Enhancing Gastrointestinal Diagnosis: CBAM-Integrated CNN for High-Precision Multi-Class Anatomical Landmark Identification IEEE(2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE)) Sirajam Samira, Md Farukuzzaman Faruk, Md Nazmul Islam, SM Mahedy Hasan, Md Al Mamun, Azmain Yakin Srizon, Md Rakib Hossain 2024 Conference CSE Md. Farukuzzaman Faruk
707 Towards Superior EEG-Based Emotion Recognition: Integrating CNN Outputs with Machine Learning Classifiers for Enhanced Performance IEEE Tushar Das, SM Mahedy Hasan, Anwar Hossain Efat, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Al Mamun, Md Rakib Hossain 2024 Conference CSE Md. Farukuzzaman Faruk
708 Leveraging the Robust Capability of Modified Multi-Layer Gated Recurrent Units for Fake News Detection IEEE Ishmam Khan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Al Mamun, SM Mahedy Hasan, Md Nazmul Islam, Md Rakib Hossain, Md Faruk Hossain 2024 Conference CSE Md. Farukuzzaman Faruk
709 A Cutting-Edge Ensemble of Vision Transformer and ResNet101v2 Based Transfer Learning for the Precise Classification of Leukemia Sub-types from Peripheral Blood Smear Images IEEE Barsha Roy, Md Farukuzzaman Faruk, Md Nazmul Islam, Azmain Yakin Srizon, SM Mahedy Hasan, Md Al Mamun, Md Rakib Hossain, Md Faruk Hossain 2024 Conference CSE Md. Farukuzzaman Faruk
710 Optic Disc and Cup Segmentation via Enhanced U-Net with Residual and Attention Mechanisms IEEE Ashraf UI Alam, Sudipta Progga Islam, SM Mahedy Hasan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Al Mamun, Md Rakib Hossain 2024 Conference CSE Md. Farukuzzaman Faruk
711 HSV-Driven Light-Weight CNN Architecture: Balancing Computational Complexity and Diagnostic Precision in Cervical Cancer Detection IEEE Md Nazmul Islam, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Md Al Mamun, Md Ali Hossain, Md Ariful Islam 2024 Conference CSE Md. Farukuzzaman Faruk
712 Enhanced Knee Osteoarthritis Classification using a Modified EfficientNetB5 Architecture with Self-Attention Mechanism IEEE Md Minhazul Islam, Md Rakib Hossain, Md Musab Us Saber Shakin, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Faruk Hossain 2024 Conference CSE Md. Farukuzzaman Faruk
713 Explainable AI-Driven Improved Disease Prediction through Symptom Analysis with Custom BERT IEEE Md Minhazul Islam, Md Tanbeer Jubaer, Azmain Yakin Srizon, Md Ali Hossain, Md Farukuzzaman Faruk, SM Mahedy Hasan, AFM Minhazur Rahman, Nishat Tasnim Esha 2024 Conference CSE Md. Farukuzzaman Faruk
714 Cost-Sensitive Lightweight Waste Classification Using Modified EfficientNetB0 and Parallel CNNs for Resource-Constrained Environments IEEE SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Ali Hossain, Md Al Mamun 2024 Conference CSE Md. Farukuzzaman Faruk
715 Multichannel EEG-Based Motor Movement Classification Using Fusion of 1D-CNN and Attention Mechanism IEEE ( 27th ICCIT) Md Ariful Islam, Md Farukuzzaman Faruk, Mohammod Abdul Motin, SM Mahedy Hasan, Azmain Yakin Srizon, Md Nazmul Islam 2024 Conference CSE Md. Farukuzzaman Faruk
716 Leveraging Deep Learning and Feature Extraction for Robust Anomaly Detection in Network Traffic IEEE ( 27th ICCIT) Shuvam Agarwala, Afifa Tasneem Quanita, Onik Jahan Sagor, ASM Shahiduzzaman Sajid, Azmain Yakin Srizon, Md Farukuzzaman Faruk, SM Mahedy Hasan 2024 Conference CSE Md. Farukuzzaman Faruk
717 Exploring Augmentation Strategies for Balanced Skin Lesion Classification: An Explainable Lightly Tuned DenseNet 169 Architecture IEEE ( ICISET) Md Masum Mia, Anwar Hossain Efat, SM Mahedy Hasan, Md Rakib Hossain, Md Farukuzzaman Faruk, Md Azmain Yakin Srizon, Md Al Mamun 2024 Conference CSE Md. Farukuzzaman Faruk
718 Attention Enhanced Inception-V3: A Multi-Scale Feature Fusion Network for Skin Lesion Detection with Explainable Artificial Intelligence IEEE ( ICISET) Md Ahsanul Karim Abir, Anwar Hossain Efat, SM Mahedy Hasan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Rakib Hossain, Md Al Mamun 2024 Conference CSE Md. Farukuzzaman Faruk
719 RAS-bengaliNet: An Explainable Lightweight Convolutional Neural Network for Handwritten Bangla Compound Characters Recognition ACM Digital Library (ICCA-2024) Rafi Ahammed Songram, SM Mahedy Hasan, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Rakib Hossain, Md Al Mamun 2024 Conference CSE Md. Farukuzzaman Faruk
720 Improving Pre-Trained CNNs with CBAM and Skip Connections for Multi-Class Retinal Diseases Classification using OCT Images ACM Digital Library (ICCA-2024) Navia Novely, Shakil Mahmud Shuvo, Md Farukuzzaman Faruk 2024 Conference CSE Md. Farukuzzaman Faruk
721 Advancing Glioma Segmentation: A Robust 3D Residual Attention U-Net Framework for Multimodal MRI Images ACM Digital Library (ICCA-2024) Soumit Das, Md Farukuzzaman Faruk, Shakil Mahmud Shuvo, Azmain Yakin Srizon, SM Mahedy Hasan, Prof Dr Md Al Mamun 2024 Conference CSE Md. Farukuzzaman Faruk
722 Early Detection of Suicidal Ideation Using Bidirectional GRU and Language Models ACM Digital Library (ICCA-2024) Shakil Mahmud Shuvo, Navia Novely, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan 2024 Conference CSE Md. Farukuzzaman Faruk
723 Bengali Handwritten Character Recognition Enhanced with Morphological Preprocessing and Attention Mechanism-based Convolutional Neural Network ACM Digital Library (ICCA-2024) Most Thasin Sabira, Md Farukuzzaman Faruk, SM Mahedy Hasan, Azmain Yakin Srizon, Md Nasif Khansur, Prof Dr Md Al Mamun, Md Rakib Hossain 2024 Conference CSE Md. Farukuzzaman Faruk
724 Uncovering Patterns of Depression in Engineering and Medical Students Using Machine Learning IEEE Shuvam Agarwala, Sonia Agarwala, Azmain Yakin Srizon, SM Mahedy Hasan, Nishat Tasnim Esha, Farukuzzaman Faruk 2024 Conference CSE Md. Farukuzzaman Faruk
725 Shallow Tuned DenseNet: A Lightweight Convolutional Neural Network Approach for Enhanced Skin Lesion Recognition IEEE Tomal Tahsin Ahmmed, Md Farukuzzarnan Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Md Nasif Khansur, Anwar Hossain Efat, Md Rakib Hossain, Md Al Mamun 2024 Conference CSE Md. Farukuzzaman Faruk
726 Enhancing Email Safety: Harnessing ML, DL, and LLM Models for Spam Detection IEEE Tirthankar Halder, Azmain Yakin Srizon, Nishat Tasnim Esha, SM Mahedy Hasan, Md Farukuzzaman Faruk, Md Rakib Hossain 2024 Conference CSE Md. Farukuzzaman Faruk
727 Optimizing Depth and Ego-Motion Estimation with Swin Transformer: A Comprehensive Study IEEE Md Sakhawat Hossain, SM Mahedy Hasan, Md Al Mamun, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Rakib Hossain 2024 Conference CSE Md. Farukuzzaman Faruk
728 Improved Skin Lesion Detection with Double Layer Concatenated DenseNet Using Transfer Learning and Attention Modules IEEE MD Mesbahuddin Hasib, Md Farukuzzaman Faruk, SM Mahedy Hasan, Md Al Mamun, Azmain Yakin Srizon, Anwar Hossain Efat, Md Rakib Hossain, Md Nasif Khansur 2024 Conference CSE Md. Farukuzzaman Faruk
729 A Cost-Effective Approach to Bengali Handwritten Character Recognition with Custom Convolutional Neural Network IEEE Mostafizur Rahman, Shuvam Agarwala, Azmain Yakin Srizon, Nishat Tasnim Esha, Md Farukuzzaman Faruk, SM Mahedy Hasan, Md N asif Khansur 2024 Conference CSE Md. Farukuzzaman Faruk
730 Precision Death Forecasting of Dengue Outbreaks in Bangladesh by Blending Statistical and Machine Learning Models IEEE Shuvam Agarwala, Md Sumon Ali, Afifa Tasneem Quanita, ASM Shahiduzzaman Sajid, Azmain Yakin Srizon, Nishat Tasnim Esha, Md Farukuzzaman Faruk, SM Mahedy Hasan 2024 Conference CSE Md. Farukuzzaman Faruk
731 3D CNN with Attention Modules for Enhanced COVID-19 and Pneumonia Screening from CT Scans IEEE Taifur Rahman, Md Farukuzzaman Faruk, Md Nasif Khansur, Azmain Yakin Srizon, SM Mahedy Hasan, Md Al Mamun, Md Faruk Hossain 2024 Conference CSE Md. Farukuzzaman Faruk
732 Multi-Scale Feature Fusion Framework Based on Attention Integrated Customized DenseNet201 Architecture for Multi-Class Skin Lesion Detection IEEE Pranab Roy, Anwar Hossain Efat, SM Mahedy Hasan, Azmain Yakin Srizon, Md Rakib Hossain, Md Farukuzzaman Faruk, Md Al Mamun 2024 Conference CSE Md. Farukuzzaman Faruk
733 The Design and Analysis of 5G mmWave Backhaul Communication Channels with Human Obstruction and Blockage Considerations IEEE Jannatul Ferdaues, Md Muhaiminul Islam, Md Rakib Hossain, Farzana Akter, SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Faruk Hossain 2024 Conference CSE Md. Farukuzzaman Faruk
734 Student Distraction Detection and Concentration Analysis via Transfer Learned Convolutional Neural Networks IEEE SM Ruhan Kabir, Azmain Yakin Srizon, Nishat Tasnim Esha, Md Farukuzzaman Faruk, SM Mahedy Hasan, Md Nasif Khansur, Md Mazharul Islam 2024 Conference CSE Md. Farukuzzaman Faruk
735 An Explainable Deep Learning Framework for Multi-Class Skin Lesion Classification While Resolving Class Imbalance IEEE Israt Jahan, Anwar Hossain Efat, SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Rakib Hossain, Md Al Mamun 2024 Conference CSE Md. Farukuzzaman Faruk
736 Recognition of Leukemia Sub-types Using Transfer Learning and Extraction of Distinguishable Features Using an Effective Machine Learning Approach IEEE(ECCE 2023) Tahsen Islam Sajon, Maria Chowdhury, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, Abu Sayeed, A. F. M. Minhazur Rahman 2023 Conference CSE Md. Farukuzzaman Faruk
737 Stacking Ensemble Technique for Multiple Medical Datasets Classification: A Generalized Prediction Model IEEE(ECCE 2023) Nahrin Jannat, S. M. Mahedy Hasan, Anwar Hossain Efat, Md Fakrul Taraque, Mostarina Mitu, Md. Al Mamun, Md. Farukuzzaman Faruk 2023 Conference CSE Md. Farukuzzaman Faruk
738 A Late Fusion Deep CNN Model for the Classification of Brain Tumors from Multi-Parametric MRI Images IEEE(NCIM-2023) Anirban Barai , Md. Farukuzzaman Faruk , Shakil Mahmud Shuvo , Azmain Yakin Srizon, SM Mahedy Hasan, Abu Sayeed 2023 Conference CSE Md. Farukuzzaman Faruk
739 Attention Mechanism-enhanced Deep CNN Architecture for Precise Multi-Class Leukemia Classification Springer Tahsen Islam Sajon, Barsha Roy, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Shakil Mahmud Shuvo, Md. Al Mamun, Abu Sayeed, S. M. Mahedy Hasan 2023 Book Chapter CSE Md. Farukuzzaman Faruk
740 Multi-Class Brain Tumor Classification with DenseNet Based Deep Learning Features and Ensemble of Machine Learning Approaches Springer Shakil Mahmud Shuvo, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Tahsen Islam Sajon, S. M. Mahedy Hasan, Anirban Barai, A. F. M. Minhazur Rahman, Md. Al Mamun 2023 Book Chapter CSE Md. Farukuzzaman Faruk
741 A Multi-branch and Attention Based CNN Architecture for the Classification of Retinal Diseases from OCT Images IEEE Sheikh Fazle Rabbi, Md Al Mamun, Md Farukuzzaman Faruk, SM Mahedy Hasan, Azmain Yakin Srizon 2023 Conference CSE Md. Farukuzzaman Faruk
742 Spatial Attention-guided Deep Learning for Accurate Kidney Disease Classification in CT Scans IEEE Md Nazmul Islam, Md Al Mamun, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Barsha Roy 2023 Conference CSE Md. Farukuzzaman Faruk
743 An Investigation of Hyperparameters Optimization and Feature Reduction Techniques: Predicting Airline Passenger Satisfaction Using Machine Learning Models IEEE Farjana Islam, Md Farukuzzaman Faruk, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Rakib Hossain, Md Al Mamun, Md Nazmul Islam, Md Faruk Hossain 2023 Conference CSE Md. Farukuzzaman Faruk
744 A Customized 3D CNN Integrated with Convolutional Block Attention Module for Precise Diagnosis of COVID-19 and Pneumonia from CT Scan Images IEEE Md Sabbir Hossain, Md Farukuzzaman Faruk, Azmain Yakin Srizon, SM Mahedy Hasan, Md Shariful Chowdhury, Md Rakib Hossain, Md Nazmul Islam, Md Faruk Hossain 2023 Conference CSE Md. Farukuzzaman Faruk
745 Enhancing Waste Categorization Using Ensemble of Transfer Learning and Light-Weight Convolutional Neural Network IEEE Azmain Yakin Srizon, Ananya Sarker, Md Al Mamun, Md Farukuzzaman Faruk, SM Mahedy Hasan 2023 Conference CSE Md. Farukuzzaman Faruk
746 Efficient Detection of Crop Leaf Diseases: A Lightweight Convolutional Neural Network Approach for Enhanced Agricultural Productivity IEEE Nahrin Jannat, SM Mahedy Hasan, Azmain Yakin Srizon, Mahjabin Oishe, Anwar Hossain Efat, Md Fakrul Taraque, Mostarina Mitu, Md Farukuzzaman Faruk 2023 Conference CSE Md. Farukuzzaman Faruk
747 Improved Diabetes Prediction with Reduced Feature Sets: Evaluating Feature Selection Techniques in Machine Learning IEEE Soumik Datta, SM Mahedy Hasan, Md Farukuzzaman Faruk, Azmain Yakin Srizon, Md Rakib Hossain, Anwar Hossain Efat, Mostarina Mitu 2023 Conference CSE Md. Farukuzzaman Faruk
748 Ensemble of Deep Convolutional Neural Networks for Multi-Class Skin Lesion Recognition Using Soft Attention IEEE SM Mahedy Hasan, Md Al Mamun, Md Farukuzzaman Faruk, Azmain Yakin Srizon 2023 Conference CSE Md. Farukuzzaman Faruk
749 Evaluating the Efficacy of Feature Selection Methods in Cardiovascular Disease Prediction with Machine Learning IEEE Rezwanul Haque, SM Mahedy Hasan, Azmain Yakin Srizon, Anwar Hossain Efat, Md Farukuzzaman Faruk, Mahjabin Oishe, Nahrin Jannat, Mostarina Mitu 2023 Conference CSE Md. Farukuzzaman Faruk
750 Enhanced Brain Tumor Segmentation: A Study on the Efficacy of Multi-Model Ensembling Utilizing Diverse Backbones IEEE Md Hedayatul Islam, Md Rakib Hossain, Farzana Akter, Azmain Yakin Srizon, SM Mahedy Hasan, Md Farukuzzaman Faruk, Md Minhazul Islam 2023 Conference CSE Md. Farukuzzaman Faruk
751 Channel Attention-Guided Lightweight CNN Meets Extreme Learning Machine: Multi-Class Crop Leaf Disease Classification with Explainable AI IEEE Md Minhazul Islam, SM Mahedy Hasan, Md Rakib Hossain, Azmain Yakin Srizon, Farzana Akter, Md Farukuzzaman Faruk, Sheikh Shraboni Akter 2023 Conference CSE Md. Farukuzzaman Faruk
752 Prediction of Medical Insurance Costs: A SHAP-Enhanced Predictive Analysis for Transparency and Interpretability IEEE Shahriar Emon, Md Rakib Hossain, SM Mahedy Hasan, Azmain Yakin Srizon, Farzana Akter, Md Farukuzzaman Faruk, Md Shakib Hossain 2023 Conference CSE Md. Farukuzzaman Faruk
753 Leveraging AI-Driven Strategies to Mitigate Employee Turnover in Commercial Industries IEEE Md Shakib Hossain, Md Rakib Hossain, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Hedayatul Islam 2023 Conference CSE Md. Farukuzzaman Faruk
754 Predictive Analytics in Agriculture: Unraveling the Determinants of Crop Yield with Machine Learning IEEE Shadman Sakib, Md Rakib Hossain, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Anindya Basak 2023 Conference CSE Md. Farukuzzaman Faruk
755 A Novel CNN-BiLSTM Fusion Model for Robust Age Estimation from Facial Images IEEE Anindya Basak, Farzana Akter, Md Rakib Hossain, Azmain Yakin Srizon, SM Mahedy Hasan, Md Farukuzzaman Faruk, Shadman Sakib 2023 Conference CSE Md. Farukuzzaman Faruk
756 Navigating Bengali Linguistics: Insights from Machine and Deep Learning Perspectives for Categorization of Sentences IEEE Md Minhazul Islam, Tanbeer Jubaer, Azmain Yakin Srizon, Md Rakib Hossain, SM Mahedy Hasan, Md Farukuzzaman Faruk, AFM Minhazur Rahman 2023 Conference CSE Md. Farukuzzaman Faruk
757 Decoding Smart Grid Equilibrium: Insights from Machine Learning Models IEEE Sheikh Shraboni Akter, Md Rakib Hossain, SM Mahedy Hasan, Farzana Akter, Azmain Yakin Srizon, Md Farukuzzaman Faruk, Md Minhazul Islam 2023 Conference CSE Md. Farukuzzaman Faruk
758 Screening Pathological Abnormalities in Gastrointestinal Images Using Deep Ensemble Transfer Learning IEEE Md. Farukuzzaman Faruk, Md. Rabiul Islam and Emrana Kabir Hashi 2022 Conference CSE Md. Farukuzzaman Faruk
759 Inception V3 Based Transfer Learning Model for the Prognosis of Acute Lymphoblastic Leukemia from Microscopic Images IEEE Protiva Ahammed, Md. Farukuzzaman Faruk, Nasif Raihan and Mrinmoy Mondal 2022 Conference CSE Md. Farukuzzaman Faruk
760 Human Activity Recognition Utilizing Ensemble of Transfer-Learned Attention Networks and a Low-Cost Convolutional Neural Architecture IEEE A. Y. Srizon, S. M. M. Hasan, M. F. Faruk, A. Sayeed and M. A. Hossain 2022 Conference CSE Md. Farukuzzaman Faruk
761 Post-Pandemic Sentiment Analysis Based on Twitter Data Using Deep Learning IEEE M. S. I. Shopnil, S. M. M. Hasan, A. Y. Srizon and M. F. Faruk 2022 Conference CSE Md. Farukuzzaman Faruk
762 VGGCovidNet: A Deep Convolutional Neural Network to Predict COVID-19 Cases from X-Ray Images IEEE Farukuzzaman Faruk 2021 Conference CSE Md. Farukuzzaman Faruk
763 RGU-Net: Residual Guided U-Net Architecture for Automated Segmentation of COVID-19 Anomalies Using CT Images IEEE Farukuzzaman Faruk 2021 Conference CSE Md. Farukuzzaman Faruk
764 ResidualCovid-Net: An Interpretable Deep Network to Screen COVID-19 Utilizing Chest CT Images IEEE Md. Farukuzzaman Faruk 2021 Conference CSE Md. Farukuzzaman Faruk
765 Deep Transfer Learning Based Multi-Class Brain Tumors Classification Using MRI Images IEEE Mrinmoy Mondal; Md. Farukuzzaman Faruk; Nasif Raihan; Protiva Ahammed 2021 Conference CSE Md. Farukuzzaman Faruk
766 CNN Based Diabetic Retinopathy Status Prediction Using Fundus Images IEEE Md. Ahsan Habib Raj , Md. Al Mamun & Md. Farukuzzaman Faruk 2020 Conference CSE Md. Farukuzzaman Faruk
767 Target Class Oriented Subspace Detection for Hyperspectral Image Classification by Using Mutual Information and Cross Cumulative Residual Entropy IEEE Abu Sayeed, Abdul Alim, Ali Hossain & Md. Farukuzzaman Faruk 2020 Conference CSE Md. Farukuzzaman Faruk
768 K-mer Based DNA Methylation Status Prediction Using Support Vector Machine IEEE Md. Farukuzzaman Faruk and Abu Sayeed 2019 Conference CSE Md. Farukuzzaman Faruk
769 A Combined Feature-Vector Based Multiple Instance Learning Convolutional Neural Network in Breast Cancer Classification from Histopathological Images Biomedical Signal Processing and Control, vol. 84, p. 104775 Mohiuddin Ahmed and Md. Rabiul Islam 2023 Journal CSE Mohiuddin Ahmed
770 A Deep Learning Approach in Detailed Fingerprint Identification Computer Vision and Image Analysis for Industry 4.0, pp. 41-50 Mohiuddin Ahmed, Abu Sayeed, Azmain Yakin Srizon, Md Rakibul Haque, and Md Mehedi Hasan 2023 Book Chapter CSE Mohiuddin Ahmed
771 Probing Skin Lesions and Performing Classification of Skin Cancer Using EfficientNet while Resolving Class Imbalance Using SMOTE Computer Vision and Image Analysis for Industry 4.0, pp. 51-63 Md Rakibul Haque, Azmain Yakin Srizon, and Mohiuddin Ahmed 2023 Book Chapter CSE Mohiuddin Ahmed
772 An Ensemble Approach for Identification of Distracted Driver by Implementing Transfer Learned Deep CNN Architectures IEEE Xplore Md. Abdur Rakib Mollah, Azmain Yakin Srizon and Mohiuddin Ahmed 2022 Conference CSE Mohiuddin Ahmed
773 Breast Cancer Classification from Histopathological Images using Convolutional Neural Network IEEE Xplore Mohiuddin Ahmed and Md. Rabiul Islam 2021 Conference CSE Mohiuddin Ahmed
774 A Multiple-Input Based Convolutional Neural Network in Breast Cancer Classification from Histopathological Images IEEE Xplore Mohiuddin Ahmed and Md. Rabiul Islam 2021 Conference CSE Mohiuddin Ahmed
775 Improving Performance of a Pre-trained ResNet-50 Based VGGFace Recognition System by Utilizing Retraining as a Heuristic Step IEEE Xplore Md. Mehedi Hasan, Md. Ali Hossain, Azmain Yakin Srizon, Abu Sayeed, Mohiuddin Ahmed and Md Rakibul Haque 2021 Conference CSE Mohiuddin Ahmed
776 Dimensionality Reduction in Predicting Hospital Readmissions of Diabetics IEEE Xplore Mohiuddin Ahmed, Mir Md. Jahangir Kabir 2019 Conference CSE Mohiuddin Ahmed
777 Identification of the Risk Factors of Cervical Cancer Applying Feature Selection Approaches IEEE Xplore Mohiuddin Ahmed, Mir Md. Jahangir Kabir, Monika Kabir, Md. Mehedi Hasan 2019 Conference CSE Mohiuddin Ahmed
778 A Combined Approach Using Image Processing and Deep Learning to Detect Pneumonia from Chest X- Ray Image IEEE Xplore Md. Mehedi Hasan, Mir Md. Jahangir Kabir, Md. Rakibul Haque, Mohiuddin Ahmed 2019 Conference CSE Mohiuddin Ahmed
779 A lightweight mobile-based attention U-Net with Grad-CAM interpretability for efficient brain tumor segmentation and visualization Taylor & Francis Md. Nasif Osman Khansur and Boshir Ahmed 2025 Book Chapter CSE Md. Nasif Osman Khansur
780 An advanced deep learning framework for image captioning utilizing a customized EfficientNet-B0 backbone integrated with LSTM Taylor & Francis Pritam Acharjee, Md. Nasif Osman Khansur, Boshir Ahmed 2025 Book Chapter CSE Md. Nasif Osman Khansur
781 MicroBERT: An efficient lightweight transformer for fake news detection via knowledge distillation and post-training quantization Taylor & Francis M. M. J. A. Sejan, M. F. Farukuzzaman, I. Khan, M. S. Maliick, and M. N. O. Khansur 2025 Book Chapter CSE Md. Nasif Osman Khansur
782 Weighted DenseNet ensemble with transformer encoder and external attention for gastrointestinal disease classification IEEE Xplore M. T. Sabira, M. F. Farukuzzaman, M. N. O. Khansur, A. Y. Srizon, and S. M. M. Hasan 2025 Conference CSE Md. Nasif Osman Khansur
783 A cost-effective approach to Bengali handwritten character recognition with custom convolutional neural network IEEE Xplore M. Rahman, S. Agarwala, A. Y. Srizon, N. T. Esha, M. F. Farukuzzaman, S. M. M. Hasan, and M. N. Khansur 2024 Conference CSE Md. Nasif Osman Khansur
784 Bengali handwritten character recognition enhanced with morphological preprocessing and attention mechanism-based convolutional neural network ACM Digital Library M. T. Sabira, M. F. Farukuzzaman, S. M. M. Hasan, A. Y. Srizon, M. N. Khansur, M. A. Mamun, and M. R. Hossain 2024 Conference CSE Md. Nasif Osman Khansur
785 Shallow tuned DenseNet: A lightweight convolutional neural network approach for enhanced skin lesion recognition IEEE Xplore O. T. Ahmmed, M. F. Farukuzzaman, A. Y. Srizon, S. M. M. Hasan, M. N. Khansur, A. H. Efat, M. R. Hossain, and M. A. Mamun 2024 Conference CSE Md. Nasif Osman Khansur
786 Improved skin lesion detection with double layer concatenated DenseNet using transfer learning and attention modules IEEE Xplore M. M. Hasib, M. F. Farukuzzaman, S. M. M. Hasan, M. A. Mamun, A. Y. Srizon, A. H. Efat, M. R. Hossain, and M. N. Khansur 2024 Conference CSE Md. Nasif Osman Khansur
787 Student distraction detection and concentration analysis via transfer learned convolutional neural networks IEEE Xplore S. M. R. Kabir, A. Y. Srizon, N. T. Esha, M. F. Farukuzzaman, S. M. M. Hasan, M. N. Khansur, and M. M. Islam 2024 Conference CSE Md. Nasif Osman Khansur
788 An effective screening of COVID-19 pneumonia by employing chest X-ray segmentation and attention-based ensembled classification The Institution of Engineering and Technology - John Wiley & Sons' Nasif Osman Khansur, Abu Sayeed, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Salem A. Alyami, AKM Azad, Mohammad Ali Moni 2024 Journal CSE Md. Nasif Osman Khansur
789 Hyperparameter Tuned Lightweight CNN-SVM Hybrid Model for Efficient Multi-Class Lung Cancer Classification IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Rangpur, Bangladesh, 2025. Md. Sozib Hossain, Md. Ali Hossain and Azmain Yakin Srizon 2025 Conference CSE Md. Sozib Hossain
790 Patch-Based Lung Nodule Malignancy Classification using Vision Transformer with XAI Interpretation IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Rangpur, Bangladesh, 2025. Md. Sozib Hossain, Md. Ali Hossain and Utsha Das 2025 Conference CSE Md. Sozib Hossain
791 A Low-Cost Model for Lung Nodule Classification from 3D CT Images using the Feature-Fused Orthogonal Views with Parallel 2D CNNs IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Rangpur, Bangladesh, 2025. Md. Sozib Hossain, Md. Ali Hossain and Utsha Das 2025 Conference CSE Md. Sozib Hossain
792 Enhancing Bushfire Classification in Satellite Imagery through Gradient Based Channel Selection IEEE Md. Farhan Shakib, Md. Shahid Uz Zaman, Md. Al Mamun, Azmain Yakin Srizon, A. F. M. Minhazur Rahman 2025 Conference CSE Md. Farhan Shakib
793 Bushfire classification from satellite imagery using deep learning IEEE Md. Farhan Shakib, Prof. Dr. Md. Al Mamun 2023 Conference CSE Md. Farhan Shakib
794 Comparative Study of Back Propagation Neural Network and Support Vector Machine to Classify Hypertension Gene Sequences from Relative Codon Frequency 2018 International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2) S. Zaman and Rizoan Toufiq 2018 Conference CSE Rizoan Toufiq
795 Codon based back propagation neural network approach to classify hypertension gene sequences 2017 International Conference on Electrical, Computer and Communication Engineering (ECCE) S. Zaman and Rizoan Toufiq 2017 Conference CSE Rizoan Toufiq
796 Face Recognition System using PCA-ANN Technique with Feature Fusion Method 1st International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT 2014), ISBN: 978-1-4799-4821-5, Rizoan Toufiq and Md. Rabiul Islam 2014 Conference CSE Rizoan Toufiq
797 Face Recognition Approach Based on Genetic Algorithm International Conference on Engineering Research, Innovation and Education (ICERIE 2013), pp. 347-352, Md. Rabiul Islam and Rizoan Toufiq 2013 Conference CSE Rizoan Toufiq
798 Improvement of Face Recognition System Using Multiple Classifier Fusion International Conference on Engineering Research, Innovation and Education (ICERIE 2013), pp. 341-346, Rizoan Toufiq and Md. Rabiul Islam 2013 Conference CSE Rizoan Toufiq
799 PCA based Gradient Decent Variable Learning Rate BPN Algorithms in terms of Face Recognition International Conference on Electrical, Computer and Telecommunication Engineering (ICECTE 2012), pp. 408-411, ISBN: 978-984-33-5879-0 Rizoan Toufiq, Md. Rabiul Islam and M. Abdus Sobhan 2012 Conference CSE Rizoan Toufiq
800 Face Recognition using Self-Organizing Mapping Technique International Conference on Electrical, Computer and Telecommunication Engineering (ICECTE 2012), pp. 419-422, ISBN: 978-984-33-5879-0 Rizoan Toufiq, Md. Rabiul Islam, M. Abdus Sobhan and Md. Fayzur Rahman 2012 Conference CSE Rizoan Toufiq
801 Appearance and Shape Based Facial Recognition System using PCA and HMM 7th International Conference on Electrical and Computer Engineering, ISBN- 978-1-4673-1436-7,pp. 1-4, Md. Rabiul Islam, Rizoan Toufiq, and Md. Fayzur Rahman 2012 Conference CSE Rizoan Toufiq
802 Multimodal Deep Learning Approach for Bangla Sign Language Recognition: Integrating Spatial and Geometric Features 2025 2nd International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), IEEE, 2025, pp. 1–6. S. Rahman, S. Afroge, A. Zami, and M. M. J. Kabir 2025 Conference CSE Shyla Afroge
803 Enhancing Satellite Image Classification in Remote Sensing Applications Utilizing Deep Convolutional Neural Networks International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Mayeesha Farjana; Shyla Afroge; Azmain Yakin Srizon 2025 Conference CSE Shyla Afroge
804 Gender Abusive Bengali Text Classification Using Enhanced CNN-LSTM Model with Bangla BERT Base Preprocessing, 2024 27th International Conference on Computer and Information Technology (ICCIT), IEEE, 2024, pp. 1093–1098 M. Farjana, S. Afroge, and A. Y. Srizon 2024 Conference CSE Shyla Afroge
805 In-silico Identification of Shared Hub-Genes between Idiopathic Pulmonary Fibrosis and Tuberculosis Diseases & Drug Repurposing 2024 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON), IEEE, 2024, pp. 67–72. M. F. Faysal, S. Afroge, and T. Noor 2024 Conference CSE Shyla Afroge
806 A Fusion-Based Approach to Multiclass Retinal Disease Classification: Transfer Learning Strategy with CBAM Integration 2024 IEEE International Conference on Power, Electrical, Electronics and Industrial Applications (PEEIACON), IEEE, 2024, pp. 934–938. B. D. Nath and S. Afroge 2024 Conference CSE Shyla Afroge
807 Deep Learning Based Feature Fusion Model for Classifying Alzheimer’s Disease Using Brain MRI Images 2023 26th International Conference on Computer and Information Technology (ICCIT), IEEE, 2023, pp. 1–6. N. R. Adhora, S. Afroge, K. Kumar, and M. S. Marzouq 2023 Conference CSE Shyla Afroge
808 Detection of Primary Open Angle Glaucoma Based on Deep CNN Using Fundus Images 2023 26th International Conference on Computer and Information Technology (ICCIT), IEEE, 2023, pp. 1–6. M. T. R. Ratul, S. Afroge, H. I. Peyal, D. Zafrin, K. F. Ahmed, and M. N. Abdal 2023 Conference CSE Shyla Afroge
809 Skin Lesion Classification Using Densely Connected Convolutional Network Skin Lesion Classification Using Densely Connected Convolutional Network Syed Rahat Hassan; Shyla Afroge; Mehera Binte Mizan 2020 Conference CSE Shyla Afroge
810 A Recommender System Based on Deep Neural Network and Matrix Factorization for Collaborative Filtering 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), IEEE, 2019, pp. 1–5. M. T. Ahamed and S. Afroge 2019 Conference CSE Shyla Afroge
811 Handwritten Isolated Bangla Compound Character Recognition 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), IEEE, 2019, pp. 1–5. A. Fardous and S. Afroge 2019 Conference CSE Shyla Afroge
812 RFM Based Market Segmentation Approach Using Advanced K-Means and Agglomerative Clustering: A Comparative Study 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), IEEE, 2019, pp. 1–4. S. H. Shihab, S. Afroge, and S. Z. Mishu 2019 Conference CSE Shyla Afroge
813 A Feature Fusion Based Approach for Handwritten Bangla Character Recognition Using Extreme Learning Machine 2018 International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), IEEE, 2018, pp. 1–4. M. M. C. Bipu and S. Afroge 2018 Conference CSE Shyla Afroge
814 Bangla Optical Character Recognition through Segmentation Using Curvature Distance and Multilayer Perceptron Algorithm 2017 International Conference on Electrical, Computer and Communication Engineering (ECCE), IEEE, 2017, pp. 253–257 S. Afroge, B. Ahmed, and A. Hossain 2017 Conference CSE Shyla Afroge
815 A Comparison Between Support Vector Machine (SVM) and Bootstrap Aggregating Technique for Recognizing Bangla Handwritten Characters 2017 20th International Conference of Computer and Information Technology (ICCIT), IEEE, 2017, pp. 1–5. A. K. Ghosh and S. Afroge 2017 Conference CSE Shyla Afroge
816 Combined Zemike Moments, Binary Pixel and Histogram of Oriented Gradients Feature Extraction Technique for Recognizing Handwritten Bangla Characters 2017 3rd International Conference on Electrical Information and Communication Technology (EICT), IEEE, 2017, pp. 1–5. A. Huq, S. Afroge, and M. T. Pervin 2017 Conference CSE Shyla Afroge
817 A Feature Fusion Based Optical Character Recognition of Bangla Characters Using Support Vector Machine 2017 3rd International Conference on Electrical Information and Communication Technology (EICT), IEEE, 2017, pp. 1–6. M. T. Pervin, S. Afroge, and A. Huq 2017 Conference CSE Shyla Afroge
818 Optical Character Recognition Using Back Propagation Neural Network 2016 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), IEEE, 2016, pp. 1–4. S. Afroge, B. Ahmed, and F. Mahmud 2016 Conference CSE Shyla Afroge
819 A Novel Training Based Concatenative Bangla Speech Synthesizer Model 2015 International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), IEEE, 2015, pp. 1–7. F. Mahmud, M. Abdullah-al-Mamun, M. Aktar, and S. Afroge 2015 Conference CSE Shyla Afroge
820 Face Recognition Using Principle Component Analysis and Linear Discriminant Analysis 2015 International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), IEEE, 2015, pp. 1–4. F. Mahmud, M. T. Khatun, S. T. Zuhori, S. Afroge, M. Aktar, and B. Pal 2015 Conference CSE Shyla Afroge
821 Distance plus attention for binding affinity prediction Journal of Cheminformatics 16 (1), 52 Julia Rahman, MA Hakim Newton, Mohammed Eunus Ali, Abdul Sattar 2024 Journal CSE Dr. Julia Rahman
822 Ensembling methods for protein-ligand binding affinity prediction Scientific Reports 14 (1), 24447 Jiffriya Mohamed Abdul Cader, MA Hakim Newton, Julia Rahman, Akmal Jahan Mohamed Abdul Cader, Abdul Sattar 2024 Journal CSE Dr. Julia Rahman
823 Real-to-bin conversion for protein residue distances Computational Biology and Chemistry 104, 107834 Julia Rahman, MA Hakim Newton, Md Al Mehedi Hasan, Abdul Sattar 2023 Journal CSE Dr. Julia Rahman
824 Multi-S3p: protein secondary structure prediction with specialized multi-network and self-attention-based deep learning model IEEE Access 11, 57083-57096 MM Mohamed Mufassirin, MA Hakim Newton, Julia Rahman, Abdul Sattar 2023 Journal CSE Dr. Julia Rahman
825 Enhancing protein inter-residue real distance prediction by scrutinising deep learning models Scientific Reports 12 (1), 787 Julia Rahman, MA Hakim Newton, Md Khaled Ben Islam, Abdul Sattar 2022 Journal CSE Dr. Julia Rahman
826 Enhancing protein contact map prediction accuracy via ensembles of inter-residue distance predictors Computational Biology and Chemistry 99, 107700 MA Hakim Newton, Julia Rahman, Rianon Zaman, Abdul Sattar 2022 Journal CSE Dr. Julia Rahman
827 A stacked meta-ensemble for protein inter-residue distance prediction Computers in Biology and Medicine 148, 105824 Julia Rahman, MA Hakim Newton, Md Al Mehedi Hasan, Abdul Sattar 2022 Journal CSE Dr. Julia Rahman
828 Long range multi-step water quality forecasting using iterative ensembling Engineering Applications of Artificial Intelligence 114, 105166 Md Khaled Ben Islam, MA Hakim Newton, Julia Rahman, Jarrod Trevathan, Abdul Sattar 2022 Journal CSE Dr. Julia Rahman
829 Constraint guided beta-sheet refinement for protein structure prediction Computational Biology and Chemistry, 107773 MA Hakim Newton, Rianon Zaman, Fereshteh Mataeimoghadam, Julia Rahman, Abdul Sattar 2022 Journal CSE Dr. Julia Rahman
830 predPhogly-Site: Predicting phosphoglycerylation sites by incorporating probabilistic sequence-coupling information into PseAAC and addressing data imbalance Plos one 16 (4), e0249396 Sabit Ahmed, Afrida Rahman, Md Al Mehedi Hasan, Md Khaled Ben Islam, Julia Rahman, Shamim Ahmad 2021 Journal CSE Dr. Julia Rahman
831 predML-Site: Predicting Multiple Lysine PTM Sites with Optimal Feature Representation and Data Imbalance Minimization IEEE/ACM Transactions on Computational Biology and Bioinformatics, 1-1 Sabit Ahmed, Afrida Rahman, Md Al Mehedi Hasan, Julia Rahman, Md Khaled Ben Islam, Shamim Ahmad 2021 Journal CSE Dr. Julia Rahman
832 predForm-Site: Formylation site prediction by incorporating multiple features and resolving data imbalance Computational Biology and Chemistry 94, 107553 Md Khaled Ben Islam, Julia Rahman, Md Al Mehedi Hasan, Shamim Ahmad 2021 Journal CSE Dr. Julia Rahman
833 Effective Data Dimensionality Reduction Workflow for High-Dimensional Gene Expression Datasets 2020 IEEE Region 10 Symposium (TENSYMP) Utsha Das, Azmain Yakin Srizon, Md Al Mehedi Hasan, Julia Rahman, Md Khaled Ben Islam 2020 Conference CSE Dr. Julia Rahman
834 Prediction of Formylation Sites by Incorporating Sequence Coupling into General PseAAC IEEE Region 10 Symposium (TENSYMP) Afrida Rahman, Julia Rahman, Sabit Ahmed, Md Al Mehedi Hasan 2020 Journal CSE Dr. Julia Rahman
835 A Deep Convolutional Neural Network Based Small Scale Test-bed for Autonomous Car International Conference on Computing Advancements (ICCA 2020) A Intisar, MKB Islam, Julia Rahman 2020 Conference CSE Dr. Julia Rahman
836 Citrullination Site Prediction by Incorporating Sequence Coupled Effects into PseAAC and Resolving Data Imbalance Issue Current Bioinformatics 15 (3), 235-245 Md AM Hasan, Md K Ben Islam, Julia Rahman, Shamim Ahmad 2020 Journal CSE Dr. Julia Rahman
837 Improving Patient Cohort Identification using Neural Word Embedding with Structured Analysis 2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Md Jahidul Islam, Julia Rahman, Md Khaled Ben Islam 2019 Conference CSE Dr. Julia Rahman
838 Influential Gene Identification for Cancer Classification 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Utsha Das, Md Al Mehedi Hasan, Julia Rahman 2019 Conference CSE Dr. Julia Rahman
839 WALGES: Weighted Probability Based Scoring Approach for Solving Algebraic Word Problems using Semantic Parsing 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Habibur Rahman, Julia Rahman, Asmaul Husna 2019 Conference CSE Dr. Julia Rahman
840 Prediction of Protein-Protein Interaction from Amino Acid Sequence Using Ensemble Classifier 2018 International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2) KM Shawkat Zamil, Julia Rahman 2018 Conference CSE Dr. Julia Rahman
841 DV-iSucLys: Decision Voting to Improve Protein Lysine Succinylation Site Identification from Sequence Data American Journal of Biomedical and Life Sciences 5 (6), 135-143 Md Khaled Ben Islam, Md Nazrul Islam Mondal, Julia Rahman, Md Al Mehedi Hassan 2017 Journal CSE Dr. Julia Rahman
842 Feature fusion based svm classifier for protein subcellular localization prediction Journal of integrative bioinformatics 13 (1), 23-33 Julia Rahman, Nazrul Islam Mondal, Khaled Ben Islam, Al Mehedi Hasan 2016 Journal CSE Dr. Julia Rahman
843 Gram-positive bacterial protein subcellular localization prediction using features fusion strategy 2016 9th International Conference on Electrical and Computer Engineering (ICECE) Julia Rahman, Md Nazrul Islam Mondal, Md Khaled Ben Islam, Md Al Mehedi Hasan, SM Sabbir Amin 2016 Conference CSE Dr. Julia Rahman
844 Comparative analysis the performance of AODV, DSDV and DSR routing protocols in wireless sensor network 2012 7th International Conference on Electrical and Computer Engineering ulia Rahman, Md Al Mehedi Hasan, Md Khaled Ben Islam 2012 Conference CSE Dr. Julia Rahman
845 Simulation, Analysis and Performance Comparison among different Routing Protocols for Wireless Sensor Network Computer Engineering and Intelligent Systems 2 (4), 61-71 Boshir Ahmed, Md Khaled Ben Islam, Julia Rahman 2011 Journal CSE Dr. Julia Rahman
846 A Hybrid Feature Extraction Network for COVID-19 Classification Based on Chest X-Ray Images Using LGBM IEEE Suraiya Akter Munni and Farjana Parvin 2024 Conference CSE Farjana Parvin
847 Comparative Analysis of Sentiment Classification on IMDB 50k Movie Reviews: A Study Using CNN, LSTM, CNN-LSTM, and BERT Models IEEE Md Touhidul Islam, Farjana Parvin, Saad Ahmed Sazan and Tariq Bin Amir 2024 Conference CSE Farjana Parvin
848 Deep Feature Fusion Based Brain Tumor Classification From Imbalance MRI Dataset Using Weighted Loss Functions IEEE Taieba Tasnim and Farjana Parvin 2024 Conference CSE Farjana Parvin
849 Channel Attention Integrated Lightweight Deep Neural Network for Bengali Handwritten Numerals Recognition IEEE Md Hasib Al Muzdadid Haque Himel, Farjana Parvin, and Azmain Yakin Srizon 2024 Conference CSE Farjana Parvin
850 MedPlantNet: Spatial Attention and Residual Multi-Scale Feature Fusion Integrated Deep Network for Medicinal Plants Recognition IEEE Md Hasib Al Muzdadid Haque Himel, Farjana Parvin, and Azmain Yakin Srizon 2024 Conference CSE Farjana Parvin
851 An Effective Brain Tumor Classification Approach using Parallel Deep Convolutional Neural Networks IEEE Farjana Parvin, and Md. Al Mamun 2023 Conference CSE Farjana Parvin
852 Deep Feature Fusion Based Effective Brain Tumor Detection and Classification Approach Using MRI Springer Farjana Parvin, Md. Al Mamun 2023 Book Chapter CSE Farjana Parvin
853 A Deep CNN-Based Approach for Revolutionizing Bengali Handwritten Numeral Recognition Springer Sudipta Progga Islam, and Farjana Parvin 2023 Book Chapter CSE Farjana Parvin
854 Brain Tumor Segmentation with Efficient and Low-Complex Architecture Using RCNN and Modified U-Net Springer Ananta Raha, Farjana Parvin, and Tasmia Jannat 2023 Book Chapter CSE Farjana Parvin
855 Breast Cancer Histopathological Image Classification Using an Ensemble of Deep Convolutional Neural Networks IEEE Farjana Parvin, Md. Al Mehedi Hasan, Boshir Ahmed, Md. Al Mamun, and S. M. Kausar Parvej 2023 Conference CSE Farjana Parvin
856 Alzheimer’s Disease Classification Using Parallel Deep Convolutional Neural Network IEEE Marzuka Abeeda, and Farjana Parvin 2023 Conference CSE Farjana Parvin
857 Utilizing Transfer Learning and Class-Selective Image Processing for COVID-19 Detection IEEE Noshin Tabassum, and Farjana Parvin 2023 Conference CSE Farjana Parvin
858 Feature Fusion Based Effective Brain Tumor Detection Approach Using MRI IEEE Farjana Parvin, and Md. Al Mamun 2022 Conference CSE Farjana Parvin
859 Deep Transfer Learning Based Detection of COVID-19 from Chest X-ray Images ACM Md. Al Mehedi Hasan, Jungpil Shin and Farjana Parvin 2021 Conference CSE Farjana Parvin
860 A Comparative Study of Different Types of Convolutional Neural Networks for Breast Cancer Histopathological Image Classification IEEE Farjana Parvin and Md. Al Mehedi Hasan 2020 Conference CSE Farjana Parvin
861 A Low-Cost Model for Lung Nodule Classification from 3D CT Images using the Feature-Fused Orthogonal Views with Parallel 2D CNNs 2025 IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking Md. Sozib Hossain, Md. Ali Hossain, and Utsha Das 2025 Conference CSE Utsha Das
862 A Machine Learning Framework for Non-invasive Hepatitis C Virus Detection Using Feature Selection 2025 IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking Kaif Ahmed Khan, Utsha Das, Md. Tanvir Raihan, MD. Hirok Reza, and Maruf Billah 2025 Conference CSE Utsha Das
863 Patch-Based Lung Nodule Malignancy Classification using Vision Transformer with XAI Interpretation 2025 IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking Md. Sozib Hossain, Md. Ali Hossain, and Utsha Das 2025 Conference CSE Utsha Das
864 Identification of Potential Genomic Biomarkers in Pancreatic Cancer, Colon Cancer, and Ulcerative Colitis Using Integrated Machine Learning and Bioinformatics Approaches 2025 IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking Md Ibrahim Sarker Raiyan, Sakib Sarker, Utsha Das, Emon Ahammed, Md. Tareq Zaman, and Mahshar Yahan 2025 Conference CSE Utsha Das
865 An Explainable Multi-Class Brain Tumor Classifier Using EfficientNetV2 with Hybrid Attention Mechanisms 2nd IEEE Conference on Computing Applications and Systems (COMPAS 2025) Sanjida Ferdousi, Utsha Das, Tanvir Mahtab Zihan 2025 Conference CSE Utsha Das
866 An Explainable ML Approach for Diabetes Detection Using the Influential Features 2023 26th International Conference on Computer and Information Technology (ICCIT) Utsha Das, Boshir Ahmed 2023 Conference CSE Utsha Das
867 Identification of Influential Features for Diabetes Prediction at Early Stage 2022 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE) Utsha Das, Boshir Ahmed 2022 Conference CSE Utsha Das
868 Identifying prognostic features for predicting heart failure by using machine learning algorithm 2021 11th International Conference on Biomedical Engineering and Technology Md Al Mehedi Hasan, Jungpil Shin, Utsha Das, Azmain Yakin Srizon 2021 Conference CSE Utsha Das
869 Prognostic Biomarkers Identification for Diabetes Prediction by Utilizing Machine Learning Classifiers 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) Utsha Das, Azmain Yakin Srizon, Md Ansarul Islam, Dhiman Sikder Tonmoy, Md Al Mehedi Hasan 2020 Conference CSE Utsha Das
870 Accurate recognition of coronary artery disease by applying machine learning classifiers 2020 23rd International Conference on Computer and Information Technology (ICCIT) Utsha Das, Azmain Yakin Srizon, Md Al Mehedi Hasan 2020 Conference CSE Utsha Das
871 Effective data dimensionality reduction workflow for high-dimensional gene expression datasets 2020 IEEE Region 10 Symposium (TENSYMP) Utsha Das, Azmain Yakin Srizon, Md Al Mehedi Hasan, Julia Rahman, Md Khaled Ben Islam 2020 Conference CSE Utsha Das
872 Identification of Potential Biomarker Using Combined Analysis of Differentially Expressed Genes and miRNAs for Alzheimer’s Disease 2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Utsha Das, Md Al Mehedi Hasan, and Julia Rahman 2019 Conference CSE Utsha Das
873 Influential Gene Identification for Cancer Classification 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Utsha Das, Md. Al Mehedi Hasan, and Julia Rahman 2019 Conference CSE Utsha Das
874 FPGA based ANN classifier for Bengali Handwritten Digit Recognition IEEE Xplore S M Riad Hossain; Khaled Zinnurine; Nahin Ul Sadad; Md. Nazrul Islam Mondal 2023 Conference CSE Khaled Zinnurine