Associate Professor
1. BSc in Computer Science & Engineering
Rajshahi University of Engineering & Technology
2. MSc. in Computer Science & Engineering
Rajshahi University of Engineering & Technology
Research Interest: Machine Learning, Deep Learning, Image Processing, Data Mining
Rajshahi University of Engineering & Technology (RUET), Rajshahi, Bangladesh
Rajshahi University of Engineering & Technology (RUET), Rajshahi, Bangladesh
| SL | Authors | Title | Publisher Details | Publication Year | Type |
| 1 | S. Rahman, S. Afroge, A. Zami, and M. M. J. Kabir | 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. | 2025 | Conference |
| 2 | M. Farjana, S. Afroge, and A. Y. Srizon | 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 | 2024 | Conference |
| 3 | M. F. Faysal, S. Afroge, and T. Noor | 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. | 2024 | Conference |
| 4 | B. D. Nath and S. Afroge | 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. | 2024 | Conference |
| 5 | N. R. Adhora, S. Afroge, K. Kumar, and M. S. Marzouq | 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. | 2023 | Conference |
| 6 | M. T. R. Ratul, S. Afroge, H. I. Peyal, D. Zafrin, K. F. Ahmed, and M. N. Abdal | 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. | 2023 | Conference |
| 7 | S. H. Shihab, S. Afroge, and S. Z. Mishu | 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. | 2019 | Conference |
| 8 | A. Fardous and S. Afroge | Handwritten Isolated Bangla Compound Character Recognition | 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE), IEEE, 2019, pp. 1–5. | 2019 | Conference |
| 9 | M. T. Ahamed and S. Afroge | 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. | 2019 | Conference |
| 10 | M. M. C. Bipu and S. Afroge | 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. | 2018 | Conference |
| 11 | S. Afroge, B. Ahmed, and A. Hossain | 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 | 2017 | Conference |
| 12 | A. K. Ghosh and S. Afroge | 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. | 2017 | Conference |
| 13 | A. Huq, S. Afroge, and M. T. Pervin | 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. | 2017 | Conference |
| 14 | M. T. Pervin, S. Afroge, and A. Huq | 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. | 2017 | Conference |
| 15 | S. Afroge, B. Ahmed, and F. Mahmud | Optical Character Recognition Using Back Propagation Neural Network | 2016 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), IEEE, 2016, pp. 1–4. | 2016 | Conference |
| 16 | F. Mahmud, M. Abdullah-al-Mamun, M. Aktar, and S. Afroge | 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. | 2015 | Conference |
| 17 | F. Mahmud, M. T. Khatun, S. T. Zuhori, S. Afroge, M. Aktar, and B. Pal | 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. | 2015 | Conference |
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