| 2025 | ICASSP | CAT-Net: A Co-Adaptive Transfer Learning Network for BCI-Assisted Neurorehabilitation. | Shuailei Zhang, Yi Ding, Muyun Jiang, Ning Tang, Effie Chew, Kai Keng Ang, Cuntai Guan |
| 2023 | IECON | Generative sEMG Deep Learning for Early Prediction of Locomotion with Small Training Datasets. | Zhanfeng Huang, Zhiping Lin, Haihong Zhang, Chuanchu Wang, Soon Huat Ng, Christina Tang Ka Yin, Kai Keng Ang |
| 2019 | ICASSP | A Subject-to-subject Transfer Learning Framework Based on Jensen-Shannon Divergence for Improving Brain-computer Interface. | Joshua Giles, Kai Keng Ang, Lyudmila S. Mihaylova, Mahnaz Arvaneh |
| 2017 | SMC | Binary classification of hand movement directions from EEG using wavelet phase-locking. | Tushar Chouhan, Neethu Robinson, A. Prasad Vinod, Kai Keng Ang |
| 2017 | SMC | Effects of transcranial direct current stimulation on the motor-imagery brain-computer interface for stroke recovery: An EEG source-space study. | Vikram Shenoy Handiru, A. Prasad Vinod, Kai Keng Ang, Effie Chew, Cuntai Guan |
| 2014 | IJCNN | Spatial filter adaptation based on geodesic-distance for motor EEG classification. | Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Sim Heng Ong |
| 2014 | SMC | Quality assessment of EEG signals based on statistics of signal fluctuations. | Huijuan Yang, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang |
| 2013 | ICASSP | Error entropy based adaptive kernel classification for non-stationary EEG analysis. | Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jian-Xin Xu, Tong Heng Lee |
| 2013 | ICASSP | Joint spatial-temporal filter design for analysis of motor imagery EEG. | Xinyang Li, Haihong Zhang, Cuntai Guan, S. H. Ong, Yaozhang Pan, Kai Keng Ang |
| 2013 | ICASSP | Neural decoding of movement targets by unsorted spike trains. | Zhiming Xu, Kai Keng Ang, Cuntai Guan |
| 2013 | ICASSP | Maximum dependency and minimum redundancy-based channel selection for motor imagery of walking EEG signal detection. | Huijuan Yang, Cuntai Guan, Chuanchu Wang, Kai Keng Ang |
| 2012 | ICASSP | Extracting effective features from high density nirs-based BCI for assessing numerical cognition. | Kai Keng Ang, Juanhong Yu, Cuntai Guan |
| 2012 | ICASSP | Multi-frequency band common spatial pattern with sparse optimization in Brain-Computer Interface. | Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek |
| 2012 | ICASSP | Fast emotion detection from EEG using asymmetric spatial filtering. | Dong Huang, Haihong Zhang, Kai Keng Ang, Cuntai Guan, Yaozhang Pan, Chuanchu Wang, Juanhong Yu |
| 2012 | ICASSP | Cluster impurity and forward-backward error maximization-based active learning for EEG signals classification. | Huijuan Yang, Cuntai Guan, Kai Keng Ang, Yaozhang Pan, Haihong Zhang |
| 2012 | IJCNN | Extracting and selecting discriminative features from high density NIRS-based BCI for numerical cognition. | Kai Keng Ang, Juanhong Yu, Cuntai Guan |
| 2012 | IJCNN | Robust EEG channel selection across sessions in brain-computer interface involving stroke patients. | Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek |
| 2012 | IJCNN | Asymmetric Spatial Pattern for EEG-based emotion detection. | Dong Huang, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Yaozhang Pan |
| 2012 | ICPR | Iterative clustering and support vectors-based high-confidence query selection for motor imagery EEG signals classification. | Huijuan Yang, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Chuanchu Wang |
| 2012 | IJCNN | Dynamically Weighted Classification with Clustering to tackle non-stationarity in Brain computer Interfacing. | Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jian-Xin Xu, Tong Heng Lee |
| 2012 | IJCNN | Seizure detection based on spatiotemporal correlation and frequency regularity of scalp EEG. | Yaozhang Pan, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Huijuan Yang, Dong Huang, Shih-Hui Lim |
| 2012 | IJCNN | A modified Wavelet-Common Spatial Pattern method for decoding hand movement directions in brain computer interfaces. | Neethu Robinson, A. Prasad Vinod, Cuntai Guan, Kai Keng Ang, Keng Peng Tee |
| 2012 | IJCNN | Dynamic initiation and dual-tree complex wavelet feature-based classification of motor imagery of swallow EEG signals. | Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Juanhong Yu |
| 2011 | ICASSP | Spatially sparsed Common Spatial Pattern to improve BCI performance. | Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Hiok Chai Quek |
| 2011 | IJCNN | Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning. | Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan |
| 2011 | IJCNN | Filter Bank Feature Combination (FBFC) approach for brain-computer interface. | Zhengyang Chin, Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Haihong Zhang |
| 2011 | IJCNN | A Brain-Computer Interface for classifying EEG correlates of chronic mental stress. | Reza Khosrowabadi, Chai Quek, Kai Keng Ang, Sau Wai Tung, Michel Heijnen |
| 2010 | CEC | A synergy of econometrics and computational methods (GARCH-RNFS) for volatility forecasting. | Ronald Tor Das, Kai Keng Ang, Chai Quek |
| 2010 | ICPR | A Brain-Computer Interface for Mental Arithmetic Task from Single-Trial Near-Infrared Spectroscopy Brain Signals. | Kai Keng Ang, Cuntai Guan, Kerry Lee, Jie Qi Lee, Shoko Nioka, Britton Chance |
| 2010 | ICPR | EEG-based Emotion Recognition Using Self-Organizing Map for Boundary Detection. | Reza Khosrowabadi, Hiok Chai Quek, Abdul Wahab, Kai Keng Ang |
| 2010 | IJCNN | Application of rough set-based neuro-fuzzy system in NIRS-based BCI for assessing numerical cognition in classroom. | Kai Keng Ang, Cuntai Guan, Kerry Lee, Jie Qi Lee, Shoko Nioka, Britton Chance |
| 2010 | ICPR | An Information Theoretic Linear Discriminant Analysis Method. | Haihong Zhang, Cuntai Guan, Kai Keng Ang |
| 2010 | IJCNN | EEG signal separation for multi-class motor imagery using common spatial patterns based on Joint Approximate Diagonalization. | Sidath Ravindra Liyanage, Jian-Xin Xu, Cuntai Guan, Kai Keng Ang, Tong Heng Lee |
| 2009 | IJCNN | Affective computation on EEG correlates of emotion from musical and vocal stimuli. | Reza Khosrowabadi, Abdul Wahab, Kai Keng Ang, Mohammad H. Baniasad |
| 2009 | ISCAS | Learning EEG-based Spectral-spatial Patterns for Attention Level Measurement. | Brahim Hamadicharef, Haihong Zhang, Cuntai Guan, Chuanchu Wang, Kok Soon Phua, Keng Peng Tee, Kai Keng Ang |
| 2008 | IJCNN | Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface. | Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan |
| 2006 | IJCNN | Rough set-based neuro-fuzzy system. | Kai Keng Ang, Chai Quek |
| 2005 | CEC | Stock trading using PSEC and RSPOP: a novel evolving rough set-based neuro-fuzzy approach. | Kai Keng Ang, Chai Quek |