Sunday Timothy Aboyeji

According to our database, Sunday Timothy Aboyeji authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Novel Hybrid Feature Selection Technique for Epileptic Seizure Classification.

Sunday Timothy Aboyeji, Xin Wang, Yan Chen, Ijaz Ahmad, Lin Li, Zhenzhen Liu, Chen Yao, Guanglin Li, Yu Zhang, Guoru Zhao, Shixiong Chen

IEEE Trans. Hum. Mach. Syst., April, 2026

A NMF-Based Non-Euclidean Adaptive Feature Extraction Scheme for Limb Motion Pattern Decoding in Pattern Recognition System.

Frank Kulwa, Pengrui Tai, Doreen Sebastian Sarwatt, Mojisola Grace Asogbon, Rami N. Khushaba, Tolulope Tofunmi Oyemakinde, Sunday Timothy Aboyeji, Guanglin Li, Oluwarotimi Williams Samuel, Yongcheng Li

IEEE Trans. Biomed. Eng., February, 2026

Advanced Multimodal Learning for Seizure Detection and Prediction: Concept, Challenges, and Future Directions.

Ijaz Ahmad, Faizan Ahmad, Sunday Timothy Aboyeji, Yongtao Zhang, Peng Yang, Javed Ali Khan, Rab Nawaz, Baiying Lei

CoRR, January, 2026

2025

DCSENets: Interpretable deep learning for patient-independent seizure classification using enhanced EEG-based spectrogram visualization.

Sunday Timothy Aboyeji, Ijaz Ahmad, Xin Wang, Yan Chen, Chen Yao, Guanglin Li, Michael Chi-Fai Tong, Alice K. Y. Siu, Guoru Zhao, Shixiong Chen

Comput. Biol. Medicine, 2025

2024

Robust Epileptic Seizure Detection Based on Biomedical Signals Using an Advanced Multi-View Deep Feature Learning Approach.

Ijaz Ahmad, Zhenzhen Liu, Lin Li, Inam Ullah, Sunday Timothy Aboyeji, Xin Wang, Oluwarotimi Williams Samuel, Guanglin Li, Yuan Tao, Yan Chen, Shixiong Chen

IEEE J. Biomed. Health Informatics, October, 2024

Feature Fusion of Gramian Angular Field Deep Learning EEG-Based Epileptic Seizure Classification.

Sunday Timothy Aboyeji, Xin Wang, Yan Chen, Ijaz Ahmad, Lin Li, Zhenzhen Liu, Chen Yao, Yu Zhang, Guoru Zhao, Guanglin Li, Shixiong Chen

Proceedings of the 17th International Convention on Rehabilitation Engineering and Assistive Technology, 2024

An Efficient Deep Transfer Learning Network for Characterization of Stroke Patients' Motor Execution from Multi-Channel EEG-Recordings.

Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Frank Kulwa, Alistair A. McEwan, Sunday Timothy Aboyeji, Rami N. Khushaba, Peng Fang, Guanglin Li

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

An Attention-Based Hybrid Deep Learning Approach for Patient-Specific, Cross-Patient, and Patient-Independent Seizure Detection.

Ijaz Ahmad, Xin Wang, Lin Li, Zhenzhen Liu, Jun Huang, Sunday Timothy Aboyeji, Guanglin Li, Subhas Chandra Mukhopadhyay, Zhiyuan Liu, Guoru Zhao, Yi Guo, Shixiong Chen

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Adaptive Stepwise Feature Selection Approach for EEG-Based Epileptic Seizure Classification.

Sunday Timothy Aboyeji, Wenfang Zhou, Yuan Tao, Mingxing Zhu, Oluwarotimi Williams Samuel, Ijaz Ahmad, Guoru Zhao, Ji Yi, Michael Chi-Fai Tong, Xin Wang, Yi Guo, Shixiong Chen

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024