Guan, Cuntai

A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

Tjoa, E., & Guan, C. (2021) · IEEE Transactions on Neural Networks and Learning Systems

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 2,524

Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface

Ang, K. K., Chin, Z. Y., Zhang, H., & Guan, C. (2008) · 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)

EEG and Brain-Computer InterfacesMuscle activation and electromyography studies

Cited by 1,514

Filter Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets 2a and 2b

Ang, K. K., Chin, Z. Y., Wang, C., Guan, C., & Zhang, H. (2012) · Frontiers in Neuroscience

EEG and Brain-Computer InterfacesMuscle activation and electromyography studies

Cited by 1,264

Time-Series Representation Learning via Temporal and Contextual Contrasting

Eldele, E., Ragab, M., Chen, Z., Wu, M., Kwoh, C. K., Li, X., & Guan, C. (2021) · Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence

Time Series Analysis and ForecastingDomain Adaptation and Few-Shot Learning

Cited by 696

A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration

Bi, L., Feleke, A. >., & Guan, C. (2019) · Biomedical Signal Processing and Control

Muscle activation and electromyography studiesHuman Motion and Animation

Cited by 418

Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification

Eldele, E., Ragab, M., Chen, Z., Wu, M., Kwoh, C.-K., Li, X., & Guan, C. (2023) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Time Series Analysis and ForecastingDomain Adaptation and Few-Shot Learning

Cited by 224

Unsupervised Brain Computer Interface Based on Intersubject Information and Online Adaptation

Lu, S., Guan, C., & Zhang, H. (2009) · IEEE Transactions on Neural Systems and Rehabilitation Engineering

EEG and Brain-Computer InterfacesGaze Tracking and Assistive Technology

Cited by 122

EEG-Deformer: A Dense Convolutional Transformer for Brain-Computer Interfaces

Ding, Y., Li, Y., Sun, H., Liu, R., Tong, C., Liu, C., Zhou, X., & Guan, C. (2025) · IEEE Journal of Biomedical and Health Informatics

EEG and Brain-Computer InterfacesEmotion and Mood Recognition

Cited by 120

Multi-class filter bank common spatial pattern for four-class motor imagery BCI

Chin, Z. Y., Ang, K. K., Wang, C., Guan, C., & Zhang, H. (2009) · 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society

EEG and Brain-Computer InterfacesMuscle activation and electromyography studies

Cited by 107

EEG source space analysis of the supervised factor analytic approach for the classification of multi-directional arm movement

Shenoy Handiru, V., Vinod, A. P., & Guan, C. (2017) · Journal of Neural Engineering

EEG and Brain-Computer InterfacesMuscle activation and electromyography studies

Cited by 36