Research & Publications

An Efficient Machine Learning Framework for Panic Disorder Detection: Addressing Data Imbalance with SMOTE to Reduce False Negatives

N. S. Joya, S. Biswas, S. J. Mitu, R. Khatun and M. M. Islam

2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), Chittagong, Bangladesh, 2025, pp. 1-6

Predicting Insomnia Using Multilayer Stacked Ensemble Model

Md. Sabab Zulfiker, Nasrin Kabir, Al Amin Biswas, and Partha Chakraborty

in Advances in Computing and Data Sciences, vol. 1440, M. Singh, V. Tyagi, P. K. Gupta, J. Flusser, T. Ören, and V. R. Sonawane, Eds. Cham: Springer International Publishing, 2021, pp. 338–350

A Robust Deep Learning Approach for Automated Cardiovascular Disease Diagnosis Using ECG Image Analysis

M. D. A. Shiam Shanto, M. Ferdous Jaman and S. J. Mitu

2025 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON), Dhaka, Bangladesh, 2025, pp. 405-410

Sentiment Analysis Based on Users’ Emotional Reactions About Ride-Sharing Services on Facebook and Twitter

Md. Sabab Zulfiker, Nasrin Kabir, Hafsa Moontari Ali, Mohammad Reduanul Haque, Morium Akter, and Mohammad Shorif Uddin

in Proceedings of International Joint Conference on Computational Intelligence, M. S. Uddin and J. C. Bansal, Eds. Singapore: Springer Singapore, 2020, pp. 397–408

DeepLungBalance: Addressing Class Imbalance in Deep Learning-Based Lung Cancer Detection with Explainable AI and Prototype Deployment

M. F. Jaman, S. S. Shouma, Morium and S. J. Mitu

2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), Chittagong, Bangladesh, 2026, pp. 1-6

Feature Ranking Based Carrot Disease Recognition Using MIFS Method

Al Amin Biswas, Md. Sabab Zulfiker, Aditya Rajbongshi, Md. Jueal Mia, and Anup Majumder

in Hybrid Intelligent Systems, vol. 420, A. Abraham, P. Siarry, V. Piuri, N. Gandhi, G. Casalino, O. Castillo, and P. Hung, Eds. Cham: Springer International Publishing, 2022, pp. 56–68

Design of a Triple Band Rectangular Slot Microstrip Patch Antenna for Wireless Applications

Md. Biplob Hossain and Md. Faruque Hossain.

A Comprehensive Study of Microservices Architecture in Comparison with SOA and Monolithic Models

C. A. Anjum Era, S. T. Alvi, M. S. Rana and S. J. Mitu

2025 2nd International Conference on Advanced Innovations in Smart Cities (ICAISC), Jeddah, Saudi Arabia, 2025, pp. 1-6

A Comprehensive Review of Machine Learning and Deep Learning Techniques for Rice Leaf Disease Classification

Tasnim Tabassum, Shifat Ara Rafiq, Md Sabab Zulfiker, Nadia Afrin Ritu, Al Amin Biswas

In: Das, A.K., Nayak, J., Naik, B., Himabindu, M., Vimal, S., Pelusi, D. (eds) Computational Intelligence in Pattern Recognition. CIPR 2024. Lecture Notes in Networks and Systems, vol 1152. Springer, Singapore

A Dual Band Microstrip Patch Antenna with Metamaterial Superstrate for Biomedical Applications.

Md. Biplob Hossain and Md. Faruque Hossain.