Research

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

An Efficient Searching Algorithm for Data Mining in Bioinformatics

Md. Selim Hossain, Md. Biplob Hossain, Md. Mahasin Ali, Md. Dulal Haque, and Md. Abubakar Siddik

Analyzing the Public Sentiment on COVID-19 Vaccination in Social Media: Bangladesh Context

M. S. Zulfiker, N. Kabir, A. A. Biswas, S. Zulfiker, and M. S. Uddin

Array, 12 June, 2022. [Elsevier] [DBLP, Scopus Indexed]

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

Performance Analysis of Orthogonal Frequency Division Multiplexing (OFDM) System by using Peak to Average Power Ratio (PAPR) Algorithm

Md. Selim Hossain, Md. Mahasin Ali, Md. Biplob Hossain, Md. Dulal Haque, and Md. Abubakar Siddik

An In-Depth Analysis of Machine Learning Approaches to Predict Depression

M. S. Zulfiker, N. Kabir, A. A. Biswas, T. Nazneen, and M. S. Uddin

Current Research in Behavioral Sciences, 06 May, 2021. [Elsevier] [Scopus Indexed]

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