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Md. Hasan Al Banna

Md. Hasan Al Banna

Lecturer

Department of Computer Science and Engineering
Faculty of Science & Technology (FST)

hasan.banna@bup.edu.bd

BANGLADESH UNIVERSITY OF PROFESSIONALS
Mirpur Cantonment, Dhaka-1216

Biography

References

Last Updated: 06 Oct 2026

[17] Haque, Y., Zawad, R. S., Rony, C. S. A., Al Banna, H., Ghosh, T., Kaiser, M. S., & Mahmud, M. (2023). State-of-the-Art of Stress Prediction from Heart Rate Variability Using Artificial Intelligence. Cognitive Computation, 1-27.[18] Banna, M. H. A., Ghosh, T., Nahian, M. J. A., Kaiser, M. S., Mahmud, M., Taher, K. A., ... & Andersson, K. (2023). A hybrid deep learning model to predict the impact of COVID-19 on mental health from social media big data. IEEE Access, 11, 77009-77022.[19] Zawad, M. R. S., Rony, C. S. A., Haque, M. Y., Banna, M. H. A., Mahmud, M., & Kaiser, M. S. (2023). A Hybrid Approach for Stress Prediction from Heart Rate Variability. In Frontiers of ICT in Healthcare: Proceedings of EAIT 2022 (pp. 111-121). Singapore: Springer Nature Singapore.[20] Ghosh, T., Banna, M. H. A., Nahian, M. J. A., Kaiser, M. S., Mahmud, M., Li, S., & Pillay, N. (2022, September). A privacy-preserving federated-mobilenet for facial expression detection from images. In International Conference on Applied Intelligence and Informatics (pp. 277-292). Cham: Springer Nature Switzerland.

Last Updated: 06 Oct 2026

Education
S.S.C, Engineering University School
H.S.C, Notre Dame College
Honors, Bangladesh University of Professionals
Masters, Bangladesh University of Professionals

Last Updated: 06 Oct 2026

Journal Publication
1. Al Banna, M. H., Taher, K. A., Kaiser, M. S., Mahmud, M., Rahman, M. S., Hosen, A. S., & Cho, G. H. (2020). Application of artificial intelligence in predicting earthquakes: state-of-the-art and future challenges. IEEE Access, 8, 192880-192923.
2. Al Nahian, M. J., Ghosh, T., Al Banna, M. H., Aseeri, M. A., Uddin, M. N., Ahmed, M. R., ... & Kaiser, M. S. (2021). Towards an Accelerometer-Based Elderly Fall Detection System Using Cross-Disciplinary Time Series Features. IEEE Access, 9, 39413-39431.
3. Ghosh, T., Al Banna, H., Mumenin, N., & Yousuf, M. A. (2021). Performance Analysis of State of the Art Convolutional Neural Network Architectures in Bangla Handwritten Character Recognition. Pattern Recognition and Image Analysis, 31(1), 60-71.
4. Ghosh, T., Al Banna, M. H., Al Nahian, M. J., Uddin, M. N., Kaiser, M. S., & Mahmud, M. (2023). An attention-based hybrid architecture with explainability for depressive social media text detection in Bangla. Expert Systems with Applications, 213, 119007.
5. Al Banna, M. H., Ghosh, T., Al Nahian, M. J., Taher, K. A., Kaiser, M. S., Mahmud, M., ... & Andersson, K. (2021). Attention-based bi-directional long-short term memory network for earthquake prediction. IEEE Access, 9, 56589-56603.
6. Ghosh, T., Al Banna, M. H., Rahman, M. S., Kaiser, M. S., Mahmud, M., Hosen, A. S., & Cho, G. H. (2021). Artificial intelligence and internet of things in screening and management of autism spectrum disorder. Sustainable Cities and Society, 74, 103189.

Last Updated: 06 Oct 2026

Conference Papers
1. Al Banna, M. H., Haider, M. A., Al Nahian, M. J., Islam, M. M., Taher, K. A., & Kaiser, M. S. (2019, January). Camera model identification using deep CNN and transfer learning approach. In 2019 International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST) (pp. 626-630). IEEE.
2. Al Banna, M. H., Ghosh, T., Taher, K. A., Kaiser, M. S., & Mahmud, M. (2020, September). A monitoring system for patients of autism spectrum disorder using artificial intelligence. In International Conference on Brain Informatics (pp. 251-262). Springer, Cham.

Last Updated: 06 Oct 2026

Researchs
Application of Artificial Intelligence  Optimization of Machine Learning and Deep Learning Natural Language Processing Internet of Things and Smart Systems

Last Updated: 06 Oct 2026

Awards
Chancellor's Gold Medal 2020 ICT Division Fellowship Dean's Appreciation Letter UGC Merit Scholarship Best Paper Award (ICICT4SD) Chancellor's Gold Medal 2023 Prime Minister's Gold Medal 2019

Last Updated: 06 Oct 2026

Courses
  • Data Structure Theory and Laboratory
  • Analysis and Design of Algorithm Theory and Laboratory
  • Structured Programming Language Theory and Laboratory
  • Web Technologies Theory and Laboratory
  • Communication Theory Laboratory
  • Electrical Circuits Analysis Laboratory
  • Data Communication and Computer Network Laboratory

Last Updated: 06 Oct 2026

S.S.C, Engineering University School
H.S.C, Notre Dame College
Honors, Bangladesh University of Professionals
Masters, Bangladesh University of Professionals

Last Updated: 06 Oct 2026

1. Al Banna, M. H., Taher, K. A., Kaiser, M. S., Mahmud, M., Rahman, M. S., Hosen, A. S., & Cho, G. H. (2020). Application of artificial intelligence in predicting earthquakes: state-of-the-art and future challenges. IEEE Access, 8, 192880-192923.
2. Al Nahian, M. J., Ghosh, T., Al Banna, M. H., Aseeri, M. A., Uddin, M. N., Ahmed, M. R., ... & Kaiser, M. S. (2021). Towards an Accelerometer-Based Elderly Fall Detection System Using Cross-Disciplinary Time Series Features. IEEE Access, 9, 39413-39431.
3. Ghosh, T., Al Banna, H., Mumenin, N., & Yousuf, M. A. (2021). Performance Analysis of State of the Art Convolutional Neural Network Architectures in Bangla Handwritten Character Recognition. Pattern Recognition and Image Analysis, 31(1), 60-71.
4. Ghosh, T., Al Banna, M. H., Al Nahian, M. J., Uddin, M. N., Kaiser, M. S., & Mahmud, M. (2023). An attention-based hybrid architecture with explainability for depressive social media text detection in Bangla. Expert Systems with Applications, 213, 119007.
5. Al Banna, M. H., Ghosh, T., Al Nahian, M. J., Taher, K. A., Kaiser, M. S., Mahmud, M., ... & Andersson, K. (2021). Attention-based bi-directional long-short term memory network for earthquake prediction. IEEE Access, 9, 56589-56603.
6. Ghosh, T., Al Banna, M. H., Rahman, M. S., Kaiser, M. S., Mahmud, M., Hosen, A. S., & Cho, G. H. (2021). Artificial intelligence and internet of things in screening and management of autism spectrum disorder. Sustainable Cities and Society, 74, 103189.

Last Updated: 06 Oct 2026

1. Al Banna, M. H., Haider, M. A., Al Nahian, M. J., Islam, M. M., Taher, K. A., & Kaiser, M. S. (2019, January). Camera model identification using deep CNN and transfer learning approach. In 2019 International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST) (pp. 626-630). IEEE.
2. Al Banna, M. H., Ghosh, T., Taher, K. A., Kaiser, M. S., & Mahmud, M. (2020, September). A monitoring system for patients of autism spectrum disorder using artificial intelligence. In International Conference on Brain Informatics (pp. 251-262). Springer, Cham.

Last Updated: 06 Oct 2026

Last Updated:

Application of Artificial Intelligence  Optimization of Machine Learning and Deep Learning Natural Language Processing Internet of Things and Smart Systems

Last Updated: 06 Oct 2026

Chancellor's Gold Medal 2020 ICT Division Fellowship Dean's Appreciation Letter UGC Merit Scholarship Best Paper Award (ICICT4SD) Chancellor's Gold Medal 2023 Prime Minister's Gold Medal 2019

Last Updated: 06 Oct 2026

  • Data Structure Theory and Laboratory
  • Analysis and Design of Algorithm Theory and Laboratory
  • Structured Programming Language Theory and Laboratory
  • Web Technologies Theory and Laboratory
  • Communication Theory Laboratory
  • Electrical Circuits Analysis Laboratory
  • Data Communication and Computer Network Laboratory

Last Updated: 06 Oct 2026