M
Md. Hasan Al Banna
Researcher at Bangladesh University
Publications - 7
Citations - 258
Md. Hasan Al Banna is an academic researcher from Bangladesh University. The author has contributed to research in topics: Earthquake prediction & Autism. The author has an hindex of 4, co-authored 7 publications receiving 66 citations.
Papers
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Book ChapterDOI
A Monitoring System for Patients of Autism Spectrum Disorder Using Artificial Intelligence
TL;DR: An artificial intelligence-based system that uses sensor data to monitor the patient’s condition, and based on the emotion and facial expression of the patient, adjusts the learning method through exciting games and tasks can help the parents to adjust to the new situation and continue the mental growth of the patients.
Journal ArticleDOI
Towards an Accelerometer-Based Elderly Fall Detection System Using Cross-Disciplinary Time Series Features
Md. Jaber Al Nahian,Tapotosh Ghosh,Md. Hasan Al Banna,Mohammed Aseeri,Mohammed Nasir Uddin,Muhammad R. Ahmed,Mufti Mahmud,M. Shamim Kaiser +7 more
TL;DR: Wang et al. as mentioned in this paper proposed a novel pipeline for fall detection based on wearable accelerometer data and three publicly available datasets have been used to validate their proposed method, and more than 7700 cross-disciplinary time-series features were investigated for each of the datasets.
Journal ArticleDOI
Application of Artificial Intelligence in Predicting Earthquakes: State-of-the-Art and Future Challenges
Md. Hasan Al Banna,Kazi Abu Taher,M. Shamim Kaiser,Mufti Mahmud,Md. Sazzadur Rahman,A. S. M. Sanwar Hosen,Gihwan Cho +6 more
TL;DR: Covering all existing AI-based techniques in earthquake prediction, this article provides an account of the available methodologies and a comparative analysis of their performances and outlines some open challenges and potential research directions in the field.
Journal ArticleDOI
Artificial intelligence and internet of things in screening and management of autism spectrum disorder
Tapotosh Ghosh,Md. Hasan Al Banna,Md. Sazzadur Rahman,M. Shamim Kaiser,Mufti Mahmud,A. S. M. Sanwar Hosen,Gihwan Cho +6 more
TL;DR: In this paper, some of the research works in the field of application of AI, ML, and IoT in autism were reviewed and incorporation of the autism facilities in smart city environment is described.
Journal ArticleDOI
Attention-Based Bi-Directional Long-Short Term Memory Network for Earthquake Prediction
Md. Hasan Al Banna,Tapotosh Ghosh,Md. Jaber Al Nahian,Kazi Abu Taher,M. Shamim Kaiser,Mufti Mahmud,Mohammad Shahadat Hossain,Karl Andersson +7 more
TL;DR: In this article, an earthquake occurrence and location prediction model is proposed, which is composed of combinations of various LSTM architectures and dense layers, and an attention mechanism was added to the LSTMs architecture to improve the model's earthquake occurrence prediction accuracy.