Biography
Mr. Jaber Al Nahian serves as a lecturer at the Department of Information and Communication Technology at Bangladesh University of Professionals. He was born in Bangladesh, in 1996. He received his M. Sc. and B.Sc. degree in Information and Communication Engineering (ICE) from the Department of ICT at Bangladesh University of Professionals, Dhaka, in 2019 and 2020, respectively. Besides that, he served as a teaching assistant at the Department of ICT at Bangladesh University of Professionals. Many of his papers have been published in international journals and conferences. Additionally, he worked on human activity recognition and detecting elderly falls for his master's thesis. His research interests include the application of AI and ML, Natural Language Processing (NLP), Computer Vision, and Time-series analysis. Mr. Nahian has been awarded the prestigious ICT Fellowship from the Information and Communications Technology Division of the Government of the People's Republic of Bangladesh for 2018-19.
Last Updated:
04 Dec 2023
Education
S.S.C, Noakhali Zilla School
H.S.C, B A F Shaheen College, Dhaka
Bachelor of Science (BSc), Bangladesh University of Professionals
Master of Science (Tech), Bangladesh University of Professionals
Last Updated:
04 Dec 2023
Journal Publication
2022 (3)
Investigation on Heart Attack Prediction Based on the Different Machine Learning Approaches. Bokshi, L. R.; Al Banna, M.; Ghosh, T.; Al Nahian, M.; Kaiser, M S.; and others In
Rhythms in Healthcare, pages 95–108. Springer, Singapore, 2022.
link bibtex An attention-based hybrid architecture with explainability for depressive social media text detection in Bangla. Ghosh, T.; Al Banna, M. H.; Al Nahian, M. J.; Uddin, M. N.; Kaiser, M S.; and Mahmud, M. Expert Systems with Applications,119007. 2022.
link bibtex 2021 (6)
Towards an accelerometer-based elderly fall detection system using cross-disciplinary time series features. Al Nahian, M. J.; Ghosh, T.; Al Banna, M. H.; Aseeri, M. A; Uddin, M. N.; Ahmed, M. R.; Mahmud, M.; and Kaiser, M S. IEEE Access, 9: 39413–39431. 2021.
link bibtex Social group optimized machine-learning based elderly fall detection approach using interdisciplinary time-series features. Al Nahian, M. J.; Ghosh, T.; Al Banna, M. H.; Uddin, M. N.; Islam, M. M.; Taher, K. A.; and Kaiser, M S. In
2021 international conference on information and communication technology for sustainable development (icict4sd), pages 321–325, 2021. IEEE
link bibtex Attention-based bi-directional long-short term memory network for earthquake prediction. Al Banna, M. H.; Ghosh, T.; Al Nahian, M. J.; Taher, K. A.; Kaiser, M S.; Mahmud, M.; Hossain, M. S.; and Andersson, K. IEEE Access, 9: 56589–56603. 2021.
link bibtex 2020 (2)
Towards artificial intelligence driven emotion aware fall monitoring framework suitable for elderly people with neurological disorder. Nahian, M; Ghosh, T.; Uddin, M. N.; Islam, M.; Mahmud, M.; Kaiser, M S.; and others In
International Conference on Brain Informatics, pages 275–286, 2020. Springer, Cham
link bibtex Towards Artificial Intelligence Driven Emotion Aware Fall Monitoring Framework Suitable for Elderly People with Neurological Disorder. Islam, M. M.; Mahmud, M.; and Kaiser, M S. In
Brain Informatics: 13th International Conference, BI 2020, Padua, Italy, September 19, 2020, Proceedings, volume 12241, pages 275, 2020. Springer Nature
link bibtex 2019 (1)
Camera model identification using deep CNN and transfer learning approach. Al Banna, M. H.; Haider, M. A.; Al Nahian, M. J.; Islam, M. M.; Taher, K. A.; and Kaiser, M S. In
2019 International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), pages 626–630, 2019. IEEE
link bibtex
Last Updated:
04 Dec 2023
Conference Papers
Al Nahian, M.J., Ghosh, T., Al Banna, M.H., Uddin, M.N., Islam, M.M., Taher, K.A. and Kaiser, M.S., 2021, February. 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) (pp. 321-325). IEEE. (Best Paper Award) DOI: https://doi.org/10.1109/ICICT4SD50815.2021.9396919
Last Updated:
04 Dec 2023
Al Nahian M.J., Ghosh T., Uddin M.N., Islam M.M., Mahmud M., Kaiser M.S. (2020).Towards Artificial Intelligence Driven Emotion Aware Fall Monitoring Framework Suitable for Elderly People with Neurological Disorder. In: Mahmud M., Vassanelli S., Kaiser M.S., Zhong N. (eds) Brain Informatics. BI 2020. Lecture Notes in Computer Science, vol: 12241. Springer, Cham (Scopus Indexed, Q2). https://doi.org/10.1007/978-3-030-59277-6_25.
Last Updated:
04 Dec 2023
Al Banna, M.H., Haider, M.A., Al Nahian, M.J., Islam, M.M., Taher, K.A. and 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. DOI: https://doi.org/10.1109/ICREST.2019.8644194
Last Updated:
04 Dec 2023
Books
Al Nahian, M.J., Raju, M.H., Tasnim, Z., Mahmud, M., Ahad, M.A.R. and Kaiser, M.S., 2021. Contactless fall detection for the elderly. In Contactless Human Activity Analysis (pp. 1-32). Springer. DOI: https://doi.org/10.1007/978-3-030-68590-4_8
Last Updated:
04 Dec 2023
Researchs
Application of Machine Learning
Last Updated:
04 Dec 2023
Deep Learning
Last Updated:
04 Dec 2023
Human Activity Recognition
Last Updated:
04 Dec 2023
Natural Language Processing
Last Updated:
04 Dec 2023
Computer Vision
Last Updated:
04 Dec 2023
Awards
ICT Fellowship 2018-2019 (Third round) from ICT Division, Bangladesh
Last Updated:
04 Dec 2023
Deans Appreciation Letter
Last Updated:
04 Dec 2023
Best Paper Award (ICICT4SD)
Last Updated:
04 Dec 2023
Chancellor Merit Scholarship 2017
Last Updated:
04 Dec 2023
Exim Bank Merit Scholarship (2018-2020)
Last Updated:
04 Dec 2023
BUP Scholarship (2015 to 2020)
Last Updated:
04 Dec 2023
Courses
Database Management System (ICE-2205)
Last Updated:
04 Dec 2023
Database Management System Lab (ICE-2206)
Last Updated:
04 Dec 2023
Web Technologies Lab (ICE 3210)
Last Updated:
04 Dec 2023
Data Structure Lab (ICE-2204)
Last Updated:
04 Dec 2023
Artificial Intelligence (ICE-4205)
Last Updated:
04 Dec 2023
Software and Requirement Engineering (ICE-3201)
Last Updated:
04 Dec 2023
S.S.C, Noakhali Zilla School
H.S.C, B A F Shaheen College, Dhaka
Bachelor of Science (BSc), Bangladesh University of Professionals
Master of Science (Tech), Bangladesh University of Professionals
Last Updated:
04 Dec 2023
2022 (3)
Investigation on Heart Attack Prediction Based on the Different Machine Learning Approaches. Bokshi, L. R.; Al Banna, M.; Ghosh, T.; Al Nahian, M.; Kaiser, M S.; and others In
Rhythms in Healthcare, pages 95–108. Springer, Singapore, 2022.
link bibtex An attention-based hybrid architecture with explainability for depressive social media text detection in Bangla. Ghosh, T.; Al Banna, M. H.; Al Nahian, M. J.; Uddin, M. N.; Kaiser, M S.; and Mahmud, M. Expert Systems with Applications,119007. 2022.
link bibtex 2021 (6)
Towards an accelerometer-based elderly fall detection system using cross-disciplinary time series features. Al Nahian, M. J.; Ghosh, T.; Al Banna, M. H.; Aseeri, M. A; Uddin, M. N.; Ahmed, M. R.; Mahmud, M.; and Kaiser, M S. IEEE Access, 9: 39413–39431. 2021.
link bibtex Social group optimized machine-learning based elderly fall detection approach using interdisciplinary time-series features. Al Nahian, M. J.; Ghosh, T.; Al Banna, M. H.; Uddin, M. N.; Islam, M. M.; Taher, K. A.; and Kaiser, M S. In
2021 international conference on information and communication technology for sustainable development (icict4sd), pages 321–325, 2021. IEEE
link bibtex Attention-based bi-directional long-short term memory network for earthquake prediction. Al Banna, M. H.; Ghosh, T.; Al Nahian, M. J.; Taher, K. A.; Kaiser, M S.; Mahmud, M.; Hossain, M. S.; and Andersson, K. IEEE Access, 9: 56589–56603. 2021.
link bibtex 2020 (2)
Towards artificial intelligence driven emotion aware fall monitoring framework suitable for elderly people with neurological disorder. Nahian, M; Ghosh, T.; Uddin, M. N.; Islam, M.; Mahmud, M.; Kaiser, M S.; and others In
International Conference on Brain Informatics, pages 275–286, 2020. Springer, Cham
link bibtex Towards Artificial Intelligence Driven Emotion Aware Fall Monitoring Framework Suitable for Elderly People with Neurological Disorder. Islam, M. M.; Mahmud, M.; and Kaiser, M S. In
Brain Informatics: 13th International Conference, BI 2020, Padua, Italy, September 19, 2020, Proceedings, volume 12241, pages 275, 2020. Springer Nature
link bibtex 2019 (1)
Camera model identification using deep CNN and transfer learning approach. Al Banna, M. H.; Haider, M. A.; Al Nahian, M. J.; Islam, M. M.; Taher, K. A.; and Kaiser, M S. In
2019 International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), pages 626–630, 2019. IEEE
link bibtex
Last Updated:
04 Dec 2023
Al Nahian, M.J., Ghosh, T., Al Banna, M.H., Uddin, M.N., Islam, M.M., Taher, K.A. and Kaiser, M.S., 2021, February. 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) (pp. 321-325). IEEE. (Best Paper Award) DOI: https://doi.org/10.1109/ICICT4SD50815.2021.9396919
Al Nahian M.J., Ghosh T., Uddin M.N., Islam M.M., Mahmud M., Kaiser M.S. (2020).Towards Artificial Intelligence Driven Emotion Aware Fall Monitoring Framework Suitable for Elderly People with Neurological Disorder. In: Mahmud M., Vassanelli S., Kaiser M.S., Zhong N. (eds) Brain Informatics. BI 2020. Lecture Notes in Computer Science, vol: 12241. Springer, Cham (Scopus Indexed, Q2). https://doi.org/10.1007/978-3-030-59277-6_25.
Al Banna, M.H., Haider, M.A., Al Nahian, M.J., Islam, M.M., Taher, K.A. and 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. DOI: https://doi.org/10.1109/ICREST.2019.8644194
Last Updated:
04 Dec 2023
Al Nahian, M.J., Raju, M.H., Tasnim, Z., Mahmud, M., Ahad, M.A.R. and Kaiser, M.S., 2021. Contactless fall detection for the elderly. In Contactless Human Activity Analysis (pp. 1-32). Springer. DOI: https://doi.org/10.1007/978-3-030-68590-4_8
Last Updated:
04 Dec 2023
Application of Machine Learning
Deep Learning
Human Activity Recognition
Natural Language Processing
Computer Vision
Last Updated:
04 Dec 2023
ICT Fellowship 2018-2019 (Third round) from ICT Division, Bangladesh
Deans Appreciation Letter
Best Paper Award (ICICT4SD)
Chancellor Merit Scholarship 2017
Exim Bank Merit Scholarship (2018-2020)
BUP Scholarship (2015 to 2020)
Last Updated:
04 Dec 2023
Database Management System (ICE-2205)
Database Management System Lab (ICE-2206)
Web Technologies Lab (ICE 3210)
Data Structure Lab (ICE-2204)
Artificial Intelligence (ICE-4205)
Software and Requirement Engineering (ICE-3201)
Last Updated:
04 Dec 2023