Mahmud, Mufti

Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence

Hassija, V., Chamola, V., Mahapatra, A., Singal, A., Goel, D., Huang, K., Scardapane, S., Spinelli, I., Mahmud, M., & Hussain, A. (2024) · Cognitive Computation

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 2,495

Explainable artificial intelligence in Alzheimer’s disease classification: a systematic review

Viswan, V., Shaffi, N., Mahmud, M., Subramanian, K., & Hajamohideen, F. (2024) · Cognitive Computation

Explainable Artificial Intelligence (XAI)Dementia and Cognitive Impairment Research

Cited by 195

Explainable AI-based Alzheimer’s prediction and management using multimodal data

Jahan, S., Abu Taher, K., Kaiser, M. S., Mahmud, M., Rahman, M. S., Hosen, A. S. M. S., & Ra, I.-H. (2023) · PLOS ONE

Dementia and Cognitive Impairment ResearchArtificial Intelligence in Healthcare

Cited by 122

Advances in Crowd Analysis for Urban Applications Through Urban Event Detection

Kaiser, M. S., Lwin, K. T., Mahmud, M., Hajializadeh, D., Chaipimonplin, T., Sarhan, A., & Hossain, M. A. (2018) · IEEE Transactions on Intelligent Transportation Systems

Human Mobility and Location-Based AnalysisMobile Crowdsensing and Crowdsourcing

Cited by 98

Blockchain-enable Contact Tracing for Preserving User Privacy During COVID-19 Outbreak

Arifeen, M. M., Al Mamun, A., Kaiser, M. S., & Mahmud, M. (2020) · Preprints.org

COVID-19 Digital Contact TracingBlockchain Technology Applications and Security

Cited by 46

Catd: unified representation learning for eeg-to-fmri cross-modal generation

Yao, W., Lyu, Z., Mahmud, M., Zhong, N., Lei, B., & Wang, S. (2025) · IEEE Transactions on Medical Imaging

EEG and Brain-Computer InterfacesAdvanced MRI Techniques and Applications

Cited by 24

2022 roadmap on neuromorphic computing and engineering

Christensen, D. V., Dittmann, R., Linares-Barranco, B., Sebastian, A., Le Gallo, M., Redaelli, A., Slesazeck, S., Mikolajick, T., Spiga, S., Menzel, S., et al. (2022) · Neuromorphic Computing and Engineering

Advanced Memory and Neural ComputingNeural Networks and Reservoir Computing

Cited by 0