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Mufti Mahmud, PhD
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Applications of Deep Learning and Reinforcement Learning to Biological Data
M Mahmud, MS Kaiser, A Hussain, S Vassanelli
IEEE Transactions on Neural Networks and Learning Systems, 2018
9262018
Interpreting black-box models: a review on explainable artificial intelligence
V Hassija, V Chamola, A Mahapatra, A Singal, D Goel, K Huang, ...
Cognitive Computation 16 (1), 45-74, 2024
5962024
2022 roadmap on neuromorphic computing and engineering
DV Christensen, R Dittmann, B Linares-Barranco, A Sebastian, ...
Neuromorphic Computing and Engineering 2 (2), 022501, 2022
5262022
Deep Learning in Mining Biological Data
M Mahmud, MS Kaiser, M McGinnity, A Hussain
Cognitive Computation 13 (1), 1-33, 2021
3932021
Application of deep learning in detecting neurological disorders from magnetic resonance images: a survey on the detection of Alzheimer’s disease, Parkinson’s disease and …
MBT Noor, NZ Zenia, MS Kaiser, SA Mamun, M Mahmud
Brain informatics 7, 1-21, 2020
3152020
Toward a heterogeneous mist, fog, and cloud-based framework for the internet of healthcare things
M Asif-Ur-Rahman, F Afsana, M Mahmud, MS Kaiser, MR Ahmed, ...
IEEE Internet of Things Journal 6 (3), 4049-4062, 2018
2362018
A brain-inspired trust management model to assure security in a cloud based IoT framework for neuroscience applications
M Mahmud, MS Kaiser, MM Rahman, MA Rahman, A Shabut, ...
Cognitive Computation 10, 864-873, 2018
1852018
Towards machine learning based intrusion detection in IoT networks
N Islam, F Farhin, I Sultana, MS Kaiser, MS Rahman, M Mahmud, ...
Comput. Mater. Contin 69 (2), 1801-1821, 2021
1452021
Security threats and artificial intelligence based countermeasures for internet of things networks: a comprehensive survey
S Zaman, K Alhazmi, MA Aseeri, MR Ahmed, RT Khan, MS Kaiser, ...
Ieee Access 9, 94668-94690, 2021
1422021
Application of Artificial Intelligence in Predicting Earthquakes: State-of-the-Art and Future Challenges
MH Al Banna, KA Taher, MS Kaiser, M Mahmud, MS Rahman, ...
IEEE Access 8, 192880-192923, 2020
1312020
Social-Group-Optimization Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography Images
N Dey, V Rajinikant, SJ Fong, MS Kaiser, M Mahmud
Cognitive Computation 12 (5), 1011-1023, 2020
1232020
Healthcare Robots to Combat COVID-19
MS Kaiser, S Al Mamun, M Mahmud, MH Tania
COVID-19: Prediction, Decision-Making, and its Impacts, 83-97, 2021
1202021
A Consensus Novelty Detection Ensemble Approach for Anomaly Detection in Activities of Daily Living
SW Yahaya, A Lotfi, M Mahmud
Applied Soft Computing 83, 105613, 2019
1172019
A monitoring system for patients of autism spectrum disorder using artificial intelligence
MH Al Banna, T Ghosh, KA Taher, MS Kaiser, M Mahmud
International conference on brain informatics, 251-262, 2020
1162020
Tclustvid: a novel machine learning classification model to investigate topics and sentiment in covid-19 tweets
MS Satu, MI Khan, M Mahmud, S Uddin, MA Summers, JMW Quinn, ...
Knowledge-Based Systems 226, 107126, 2021
1152021
Detecting neurodegenerative disease from MRI: a brief review on a deep learning perspective
MBT Noor, NZ Zenia, MS Kaiser, M Mahmud, S Al Mamun
Brain Informatics: 12th International Conference, BI 2019, Haikou, China …, 2019
1142019
Towards an Accelerometer-Based Elderly Fall Detection System Using Cross-Disciplinary Time Series Features
MJ Al Nahian, T Ghosh, MH Al Banna, MA Aseeri, MN Uddin, MR Ahmed, ...
IEEE Access 9, 39413-39431, 2021
1132021
Artificial intelligence and internet of things in screening and management of autism spectrum disorder
T Ghosh, MH Al Banna, MS Rahman, MS Kaiser, M Mahmud, ...
Sustainable Cities and Society 74, 103189, 2021
1082021
3D DenseNet ensemble in 4-way classification of Alzheimer’s disease
J Ruiz, M Mahmud, M Modasshir, M Shamim Kaiser, ...
Brain Informatics: 13th International Conference, BI 2020, Padua, Italy …, 2020
1072020
Advances in Crowd Analysis for Urban Applications Through Urban Event Detection
MS Kaiser, KT Lwin, M Mahmud, D Hajializadeh, T Chaipimonplin, ...
IEEE Transactions on Intelligent Transportation Systems 19 (10), 3092-3112, 2018
1052018
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