Md Faisal Kabir's research interests are machine learning and data mining, and he intends to develop and apply these techniques in diverse fields like healthcare, bio-medical, cyber-security, and software engineering. He is also interested in using knowledge and design technologies for unprivileged communities.
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Recent Publications
Enhanced Transformer-BiLSTM Deep Learning Framework for Day-Ahead Energy Price Forecasting
Khan, A. A. A., Ullah, M. H., Tabassum, R. & Kabir, M., 2025, (Accepted/In press) In: IEEE Transactions on Industry Applications.Research output: Contribution to journal › Article › peer-review
Explainable machine learning approach for cancer prediction through binarilization of RNA sequencing data
Chen, T. & Kabir, M. F., May 2024, In: PloS one. 19, 5 May, e0302947.Research output: Contribution to journal › Article › peer-review
CS-Mixer: A Cross-Scale Vision Multilayer Perceptron With Spatial–Channel Mixing
Cui, J., Araujo, D. A., Saha, S. & Kabir, M. F., 2024, In: IEEE Transactions on Artificial Intelligence. 5, 10, p. 4915-4927 13 p.Research output: Contribution to journal › Article › peer-review
ODL-BCI: Optimal deep learning model for brain-computer interface to classify students confusion via hyperparameter tuning
Miah, M. O., Habiba, U. & Kabir, M. F., Mar 2024, In: Brain Disorders. 13, 100121.Research output: Contribution to journal › Article › peer-review
Mine-first association rule mining: An integration of independent frequent patterns in distributed environments
Mudumba, B. & Kabir, M. F., Mar 2024, In: Decision Analytics Journal. 10, 100434.Research output: Contribution to journal › Article › peer-review
Meta-Heuristic Guided Feature Optimization for Enhanced Authorship Attribution in Java Source Code
Al-Ahmad, B., Al-Madi, N., Alzaqebah, A., Alkhawaldeh, R. S., Aldebei, K., Kabir, M. F., Altaharwa, I., Abu-Faraj, M. & Aljarah, I., 2023, In: IEEE Access. 11, p. 141657-141673 17 p.Research output: Contribution to journal › Article › peer-review
A performance analysis of dimensionality reduction algorithms in machine learning models for cancer prediction
Kabir, M. F., Chen, T. & Ludwig, S. A., Nov 2023, In: Healthcare Analytics. 3, 100125.Research output: Contribution to journal › Article › peer-review
Swarm intelligence-based model for improving prediction performance of low-expectation teams in educational software engineering projects
Al-Ahmad, B. I., Al-Zoubi, A. A., Kabir, M. F., Al-Tawil, M. & Aljarah, I., 2022, In: PeerJ Computer Science. 8, e857.Research output: Contribution to journal › Article › peer-review
Promoting Relational Agent for Health Behavior Change in Low and Middle - Income Countries (LMICs): Issues and Approaches
Kabir, M. F., Schulman, D. & Abdullah, A. S., Jul 1 2019, In: Journal of Medical Systems. 43, 7, 227.Research output: Contribution to journal › Article › peer-review