Md Zubair

Md Zubair

Ph.D. Student (Research Assistant)

University of Louisiana at Lafayette

Welcome to Zubair's Homepage!

I am currently pursuing my Ph.D. in Computer Science at the University of Louisiana at Lafayette, USA, where I work as a Research Assistant at MedAI Lab under the supervision of Dr. Min Shi. Previously, I was a Lecturer in the Department of Computer Science and Engineering at Uttara University, Bangladesh, and a Remote Technical Writer specializing in Data Science and Computer Vision at Deepnote Inc., USA.

I received my B.Sc. in Computer Science and Engineering from Chittagong University of Engineering & Technology (CUET), Bangladesh. My research focuses on Fair and Trustworthy AI Models, Causal Representation Learning, Bioinformatics, and Computer Vision, with an emphasis on robust and clinically meaningful machine learning for healthcare. I also enjoy writing about AI, Machine Learning, Computer Vision, and Data Science for a broader audience.

I am always interested in collaborating on challenging research problems in Medical AI, Computer Vision, Machine Learning, and related interdisciplinary areas.

Updates

2026 Aug — One paper submitted to AAAI 2027.

2026 Jul — One paper accepted at IEEE TMI (IF 12, CiteScore 18.7).

2025 Jun — Research Assistant at MedAI Lab, UL Lafayette, USA (present).

2025 Jan — Teaching Assistant at UL Lafayette, USA (through May).

2025 Jan — Started Ph.D. at University of Louisiana at Lafayette, USA.

Publications

Total citations: —
2026

  • MultiFair: Multimodal Balanced Fairness-Aware Medical Classification with Dual-Level Gradient Modulation

    Md Zubair, Hao Zheng, Grayson W. Armstrong, Lucy Q. Shen, Gabriela Wilson, Yu Tian, Xingquan Zhu

    2026 IEEE Transactions on Medical Imaging · IEEE

    Impact Factor 12.4 CiteScore 18.7
    [paper] [arXiv] Cited by —
2024

  • An Improved K-means Clustering Algorithm Towards an Efficient Data-Driven Modeling

    Md. Zubair, MD. Asif Iqbal, Avijeet Shil, M. J. M. Chowdhury, Mohammad Ali Moni, Iqbal H. Sarker

    2024 Annals of Data Science · 11(5), 1525–1544 · Springer

    Impact Factor 7.4 CiteScore 11.4
    [paper] [full text] Cited by —

  • Automated Sensor Node Malicious Activity Detection with Explainability Analysis

    Md Zubair, Helge Janicke, Ahmad Mohsin, Leandros Maglaras, Iqbal H. Sarker

    2024 Sensors · 24(12), 3712 · MDPI

    Impact Factor 4.0 CiteScore 9.4
    [paper] Cited by —

  • Climate Data Dynamics: A High-Volume Real World Structured Weather Dataset

    Md Zubair, Md. Nafiz Ishtiaque Mahee, Khondaker Masfiq Reza, Md. Shahidul Salim, Nasim Ahmed

    2024 Data in Brief · 57, 111156 · Elsevier

    Impact Factor 1.9 CiteScore 3.4
    [paper] Cited by —

  • A Machine Learning Approach for Crop Yield and Disease Prediction Integrating Soil Nutrition and Weather Factors

    Forkan Uddin Ahmed, Annesha Das, Md. Zubair

    2024 International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS) · IEEE

    [paper] Cited by —

  • Agricultural Recommendation System Based on Deep Learning: A Multivariate Weather Forecasting Approach

    Md Zubair, Md. Shahidul Salim, Mehrab Mustafy Rahman, Mohammad Jahid Ibna Basher, Shahin Imran, Iqbal H. Sarker

    2024 arXiv preprint · arXiv:2401.11410

    [paper] Cited by —

  • A Data-Driven Predictive Analysis on Cyber Security Threats with Key Risk Factors

    Fatama Tuz Johora, Md Shahedul Islam Khan, Esrath Kanon, Mohammad Abu Tareq Rony, Md Zubair, Iqbal H. Sarker

    2024 arXiv preprint · arXiv:2404.00068

    [paper] Cited by —
2021

  • An Intelligent Model to Suggest Top Productive Seasonal Crops Based on User Location in the Context of Bangladesh

    Md. Zubair, Sibbir Ahmed, Ashim Dey, Annesha Das, Md. Mahadi Hasan

    2021 Smart Systems: Innovations in Computing (SSIC) · Smart Innovation, Systems and Technologies 235, 289–300 · Springer

    [paper] Cited by —

  • An Efficient K-Means Clustering Algorithm for Analysing COVID-19

    Md. Zubair, MD. Asif Iqbal, Avijeet Shil, Enamul Haque, Mohammed Moshiul Hoque, Iqbal H. Sarker

    2021 International Conference on Hybrid Intelligent Systems (HIS) · Advances in Intelligent Systems and Computing, 422–432 · Springer

    [paper] [arXiv] Cited by —
2019

  • A Modified Naïve Bayesian-Based Spam Filter Using Support Vector Machine

    Md. Sabir Hossain, Md. Zubair, Mohammad Obaidur Rahman, Muhammad Kamrul Hossain Patwary, Md. Golam Sarwar Rajib

    2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT) · IEEE

    [paper] Cited by —