Towards an Accelerometer-Based Elderly Fall Detection System Using Cross-Disciplinary Time Series Features
Nahian, Md. Jaber Al, Ghosh, Tapotosh, Banna, Md. Hasan Al, Aseeri, Mohammed A., Uddin, Mohammed Nasir, Ahmed, Muhammad Raisuddin, Mahmud, Mufti, Kaiser, M. Shamim
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Attention-Based Bi-Directional Long-Short Term Memory Network for Earthquake Prediction
Banna, Md. Hasan Al, Ghosh, Tapotosh, Nahian, Md. Jaber Al, Taher, Kazi Abu, Kaiser, M. Shamim, Mahmud, Mufti, Hossain, Mohammad Shahadat, Andersson, Karl
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
A Hybrid Deep Learning Model to Predict the Impact of COVID-19 on Mental Health from Social Media Big Data
Banna, Md. Hasan Al, Ghosh, Tapotosh, Nahian, Md. Jaber AL, Kaiser, M Shamim, Mahmud, Mufti, Taher, Kazi Abu, Hossain, Mohammad Shahadat, Andersson, Karl
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
An attention-based hybrid architecture with explainability for depressive social media text detection in Bangla
Ghosh, Tapotosh, Banna, Md. Hasan Al, Nahian, Md. Jaber Al, Uddin, Mohammed Nasir, Kaiser, M. Shamim, Mahmud, Mufti
Published in Expert systems with applications (01.03.2023)
Published in Expert systems with applications (01.03.2023)
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Journal Article
Using Ensemble Approaches and Different Sampling Techniques to Handle Class Imbalance Challenges in Coronary Heart Disease Prediction
Rahman, Muntarin, Palash, Md Istakiak Adnan, Sumi, Marufa Sultana, Rahman, Muntasir, Al Nahian, Md Jaber
Published in 2023 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) (21.09.2023)
Published in 2023 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) (21.09.2023)
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Conference Proceeding
Detection of Diabetes Using 1D Convolutional Neural Network from Short Time PPG Signal
Sumon, Md. Shaheenur Islam, Ahmed, Tasmir, Khan, Muntakim Mahmud, Mahedi, Md. Mezbah Ahmed, Shuzan, Md Nazmul Islam, Al Nahian, Md Jaber
Published in 2023 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) (21.09.2023)
Published in 2023 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) (21.09.2023)
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Conference Proceeding
VC-IDS: An Ensemble Learning Method based on Voting Classifier for Intrusion Detection System using Machine Learning Algorithms
Palash, Md Istakiak Adnan, Ulla, Sana, Islam, A. K.M. Mohaiminul, Mridha, Sabbir Ahamed, Al Nahian, Md Jaber, Kaiser, M. Shamim
Published in 2023 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) (21.09.2023)
Published in 2023 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) (21.09.2023)
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Conference Proceeding
Social Group Optimized Machine-Learning Based Elderly Fall detection Approach Using Interdisciplinary Time-Series Features
Al Nahian, Md. Jaber, Ghosh, Tapotosh, Al Banna, Md. Hasan, Uddin, Mohammed Nasir, Islam, Md. Maynul, Taher, Kazi Abu, Kaiser, M. Shamim
Published in 2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) (27.02.2021)
Published in 2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) (27.02.2021)
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Conference Proceeding
Camera Model Identification using Deep CNN and Transfer Learning Approach
Al Banna, Md Hasan, Ali Haider, Md, Al Nahian, Md Jaber, Islam, Md Maynul, Taher, Kazi Abu, Kaiser, M Shamim
Published in 2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST) (01.01.2019)
Published in 2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST) (01.01.2019)
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Conference Proceeding