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Publications

  • M. Kowsher, M. Y. Turaba, T. Sajed and M. M. M. Rahman, “Prognosis and Treatment Prediction of Type-2 Diabetes Using Deep Neural Network and Machine Learning Classifiers,” 2019 22nd International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2019, pp. 1-6, doi: 10.1109/ICCIT48885.2019.9038574.
  • M. Kowsher, M. M. M. Rahman, S. S. Ahmed and N. J. Prottasha, “Bangla Intelligence Question Answering System Based on Mathematics and Statistics,” 2019 22nd International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2019, pp. 1-6, doi: 10.1109/ICCIT48885.2019.9038332.
  • M. M. M. Rahman and J. Tešić, “Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor Databases,” 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 2022, pp. 3895-3902, doi: 10.1109/BigData55660.2022.10020464.
  • M. M. M. Rahman and J. Tešić, “Evaluating Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for High-dimensional Image Feature Search,” 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 2022, pp. 6802-6804, doi: 10.1109/BigData55660.2022.10021048.
  • D. Biswas, M. M. M. Rahman, Z. Zong and J. Tešić, “Improving the Energy Efficiency of Real-time DNN Object Detection via Compression, Transfer Learning, and Scale Prediction,” 2022 IEEE International Conference on Networking, Architecture and Storage (NAS), Philadelphia, PA, USA, 2022, pp. 1-8, doi: 10.1109/NAS55553.2022.9925528.
  • M. M. M. Rahman, and Jelena Tešić. “Stratified graph indexing for efficient search in deep descriptor databases.” International Journal of Multimedia Information Retrieval 13, no. 3 (2024): 35.
  • M. M. M. Rahman, Debojyoti Biswas, Xiao Chen, and Jelena Tešić. “Image deduplication using efficient visual indexing and retrieval: optimizing storage, time and energy for deep neural network training.” Signal, Image and Video Processing (2024): 1-9.
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