Tahmina Islam

Tahmina Islam

Lecturer

M.Sc. in CSE, Jahangirnagar University

+8809678008487, Ext-403

tahmina.islam@uits.edu.bd

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  • 1. M.Sc. (CSE), Jahangirnagar University
  • 2. B.Sc. (CSE), Jahangirnagar University
  • 1. Lecturer, University of Information Technology and Sciences, Dhaka
  • (March 2023 - Present)
  • 2. Lecturer (Contractual), Daffodil International University, Dhaka (August 2022 ? February 2023)
  • 3. Lecturer (Part Time), Dhaka International University, Dhaka (May 2022 ? August 2022)
  • Machine Learning; Data Analysis; Deep Learning; NLP
  • 1. Adiba, F. I., T. Islam, M. S. Kaiser, M. A. P. Mahmud, and M. A. Rahman. "Effect of corpora on classification of fake news using naive Bayes classifier. "Int J Auto AI Mach Learn. 2020; 1 (1): 80 92 (2020): 2.
  • 2. Setu, S.J., Islam, T., Bhuiyan, M.A.A. and Anwar, M.M., 2020. TTRank: A Temporal Model to Rank Online Twitter Users. International Journal of Automation, Artificial Intelligence and Machine Learning, 1(1), pp.42-53.
  • 1. Hasan, Musad, Propa Punam, and Tahmina Islam. "ResViT: A Hybrid Vision Transformer Model for Onychomycosis Detection." In 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), pp. 1-6. IEEE, 2025.
  • 2. Kar, Sujoy, Arif Hossain, Md Moradul Siddique, Tahmina Islam, and Syed Md Galib. "BornoNet: A Robust Deep Learning Framework for Bangla Handwritten and Printed Characters Recognition." In International Conference on Advances in Communication Technology and Computer Engineering, pp. 278-289. Cham: Springer Nature Switzerland, 2024.
  • 3. Islam, T., Siddique, M.M., Kar, S., Kabir, S.S. and Galib, S.M., 2024, October. Effectiveness of Dropout Strategies for Spam Detection Using Recurrent Neural Networks. In International Conference On Data Mining And Information Security (pp. 601-614). Singapore: Springer Nature Singapore.
  • 4. F. T. T. Esty and T. Islam, ?Explainable Multi-Model Prediction of Suicide Mortality Rates Using TabNet, SVM, and HistGradientBoosting with Demographic Stratification,? in 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Chittagong, Bangladesh, Apr. 2026. (Accepted)
  • 5. M. H. H. Rafin, F. Y. Rimu, S. H. Shaikat, N. Islam, and T. Islam,
  • ?Crop Disease Detection in Bangladesh Using ConvNeXt-Tiny and Conventional CNN with Grad-CAM Interpretability,? in 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Chittagong, Bangladesh, Apr. 2026. (Accepted)
  • 6. S. Halder, M. K. H. Shanto, T. Islam, M. T. Sabira, and K. J. Koli, ?Enhanced Brain Tumor MRI Classification via DCGAN-Based Data Balancing and Hybrid Deep Learning Architectures,? in 2025 28th International Conference on Computer and Information Technology (ICCIT), Cox?s Bazar, Bangladesh, Dec. 2025. (Accepted)
  • 1. 2021-22 National Science and Technology Fellowship (Research grant for M.Sc. Thesis)
  • 1. 2015-2019 Scholarship from Jahangirnagar University (Merit based scholarship on B.Sc. Result)
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