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Lv, Renjie and Chang, Wenwen and Yan, Guanghui and Sadiq, Muhammad Tariq and Nie, Wenchao and Zheng, Lei (2025) Enhanced classification of motor imagery EEG signals using spatio-temporal representations. Information Sciences, 714. p. 122221. DOI https://doi.org/10.1016/j.ins.2025.122221

Yousaf, Muhammad Zain and Guerrero, Josep M and Sadiq, Muhammad Tariq and Farooq, Umar (2025) Enhancing machinery reliability in lunar bases: Optimized machine learning for bearing fault classification in DC power distribution networks. Measurement, 253. p. 117737. DOI https://doi.org/10.1016/j.measurement.2025.117737

Yousaf, Muhammad Zain and Guerrero, Josep M and Sadiq, Muhammad Tariq (2025) Optimizing machine learning algorithms for fault classification in rolling bearings: A Bayesian Optimization approach. Engineering Applications of Artificial Intelligence, 150. p. 110597. DOI https://doi.org/10.1016/j.engappai.2025.110597

Siuly, Siuly and Tawhid, Md Nurul Ahad and Li, Yan and Acharya, Rajendra and Sadiq, Muhammad Tariq and Wang, Hua (2025) Investigating Brain Lobe Biomarkers to Enhance Dementia Detection Using EEG Data. Cognitive Computation, 17 (2). DOI https://doi.org/10.1007/s12559-025-10447-9

Lv, Renjie and Chang, Wenwen and Yan, Guanghui and Nie, Wenchao and Zheng, Lei and Guo, Bin and Sadiq, Muhammad Tariq (2025) A novel recognition and classification approach for motor imagery based on spatio-temporal features. IEEE Journal of Biomedical and Health Informatics, 29 (1). pp. 210-223. DOI https://doi.org/10.1109/JBHI.2024.3464550 (In Press)

Siuly, Siuly and Khare, Smith K and Kabir, Enamul and Sadiq, Muhammad Tariq and Wang, Hua (2024) An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network. Computers in Biology and Medicine, 174. p. 108462. DOI https://doi.org/10.1016/j.compbiomed.2024.108462

Yu, Xiaojun and Aziz, Muhammad Zulkifal and Sadiq, Muhammad Tariq and Fan, Zeming and Xiao, Gaoxi (2021) A New Framework for Automatic Detection of Motor and Mental Imagery EEG Signals for Robust BCI Systems. IEEE Transactions on Instrumentation and Measurement, 70. pp. 1-12. DOI https://doi.org/10.1109/tim.2021.3069026