
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
[1] M. H. Al Banna, M. A. Haider, M. J. Al Nahian, M. M. Islam, K. A. Taher, and M. S. Kaiser, ‘Camera Model Identification using Deep CNN and Transfer Learning Approach’, in 2019 International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), 2019, pp. 626–630. |
[2] M. H. Al Banna, T. Ghosh, K. A. Taher, M. S. Kaiser, and M. Mahmud, ‘A Monitoring System for Patients of Autism Spectrum Disorder Using Artificial Intelligence’, in International Conference on Brain Informatics, 2020, pp. 251–262. |
[3] M. H. Al Banna et al., ‘Application of Artificial Intelligence in Predicting Earthquakes: State-of-the-Art and Future Challenges’, IEEE Access, vol. 8, pp. 192880–192923, 2020. |
[4] M. J. Al Nahian et al., ‘Towards an Accelerometer-Based Elderly Fall Detection System Using Cross-Disciplinary Time Series Features’, IEEE Access, vol. 9, pp. 39413–39431, 2021. |
[5] T. Ghosh, H. Al Banna, N. Mumenin, M. A. Yousuf, and Others, ‘Performance Analysis of State of the Art Convolutional Neural Network Architectures in Bangla Handwritten Character Recognition’, Pattern Recognition and Image Analysis, vol. 31, no. 1, pp. 60–71, 2021. |
[6] M. J. Al Nahian et al., ‘Social Group Optimized Machine-Learning Based Elderly Fall detection Approach Using Interdisciplinary Time-Series Features’, in 2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), 2021, pp. 321–325. |
[7] M. H. Al Banna et al., ‘Attention-Based Bi-Directional Long-Short Term Memory Network for Earthquake Prediction’, IEEE Access, vol. 9, pp. 56589–56603, 2021. |
[8] H. Al Banna, T. Ghosh, K. A. Taher, M. S. Kaiser, M. Mahmud, and Others, ‘An Earthquake Prediction System for Bangladesh Using Deep Long Short-Term Memory Architecture’, in Intelligent Systems, Springer, Singapore, 2021, pp. 465–476. |
[9] T. Ghosh, M. H. Al Banna, M. J. Al Nahian, K. A. Taher, M. S. Kaiser, and M. Mahmud, ‘A Hybrid Deep Learning Model to Predict the Impact of COVID-19 on Mental Health form Social Media Big Data’, 2021. |
[10] T. Ghosh et al., ‘Artificial Intelligence and Internet of Things in Screening and Management of Autism Spectrum Disorder’, Sustainable Cities and Society, p. 103189, 2021. |
[11] T. Ghosh et al., ‘An Attention-Based Mood Controlling Framework for Social Media Users’, in International Conference on Brain Informatics, 2021, pp. 245–256. |
[12] L. R. Bokshi, M. Al Banna, T. Ghosh, M. Al Nahian, M. S. Kaiser, and Others, ‘Investigation on Heart Attack Prediction Based on the Different Machine Learning Approaches’, in Rhythms in Healthcare, Springer, 2022, pp. 95–108. |
[13] T. Ghosh et al., ‘A Hybrid Deep Learning Approach to Detect Bangla Social Media Hate Speech’, in Proceedings of International Conference on Fourth Industrial Revolution and Beyond 2021, 2022, pp. 711–722. |
[14] T. Ghosh, M. H. Al Banna, M. J. Al Nahian, M. N. Uddin, M. S. Kaiser, and M. Mahmud, ‘An attention-based hybrid architecture with explainability for depressive social media text detection in Bangla’, Expert Systems with Applications, p. 119007, 2022. |
[15] T. Ghosh et al., ‘A Privacy-Preserving Federated-MobileNet for Facial Expression Detection from Images’, in Applied Intelligence and Informatics: Second International Conference, AII 2022, Reggio Calabria, Italy, September 1--3, 2022, Proceedings, 2023, pp. 277–292. |
[16] M. R. S. Zawad, C. S. A. Rony, M. Y. Haque, M. H. A. Banna, M. Mahmud, and M. S. Kaiser, ‘A Hybrid Approach for Stress Prediction from Heart Rate Variability’, in Frontiers of ICT in Healthcare: Proceedings of EAIT 2022, Springer, 2023, pp. 111–121. |
Last Updated: 10 Dec 2023
Last Updated: 10 Dec 2023
Education
H.S.C, Notre Dame College
Honors, Bangladesh University of Professionals
Masters, Bangladesh University of Professionals
Last Updated: 10 Dec 2023
Journal Publication
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Conference Papers
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Researchs
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Awards
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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: 10 Dec 2023
H.S.C, Notre Dame College
Honors, Bangladesh University of Professionals
Masters, Bangladesh University of Professionals
Last Updated: 10 Dec 2023
Last Updated: 10 Dec 2023
Last Updated: 10 Dec 2023
Last Updated: 01 Jan 1970
Last Updated: 10 Dec 2023
Last Updated: 10 Dec 2023
- 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: 10 Dec 2023