Joint feature re-extraction and classification using an iterative semi-supervised support vector machine algorithmYUANQING LI; CUNTAI GUAN.Machine learning. 2008, Vol 71, Num 1, pp 33-53, issn 0885-6125, 21 p.Article

Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New AlgorithmsLOTTE, Fabien; CUNTAI GUAN.IEEE transactions on biomedical engineering. 2011, Vol 58, Num 2, pp 355-362, issn 0018-9294, 8 p.Article

An extended EM algorithm for joint feature extraction and classification in brain-computer interfacesYUANQING LI; CUNTAI GUAN.Neural computation. 2006, Vol 18, Num 11, pp 2730-2761, issn 0899-7667, 32 p.Article

Bayesian Learning for Spatial Filtering in an EEG-Based Brain-Computer InterfaceHAIHONG ZHANG; HUIJUAN YANG; CUNTAI GUAN et al.IEEE transactions on neural networks and learning systems (Print). 2013, Vol 24, Num 7, pp 1049-1060, issn 2162-237X, 12 p.Article

A linear discriminant analysis method based on mutual information maximizationHAIHONG ZHANG; CUNTAI GUAN; YUANQING LI et al.Pattern recognition. 2011, Vol 44, Num 4, pp 877-885, issn 0031-3203, 9 p.Article

A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller systemYUANQING LI; CUNTAI GUAN; HUIQI LI et al.Pattern recognition letters. 2008, Vol 29, Num 9, pp 1285-1294, issn 0167-8655, 10 p.Article

Mutual information-based optimization of sparse spatio-spectral filters in brain-computer interfaceARVANEH, Mahnaz; CUNTAI GUAN; KAI KENG ANG et al.Neural computing & applications (Print). 2014, Vol 25, Num 3-4, pp 625-634, issn 0941-0643, 10 p.Article

Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs : Brain DecodingKAI KENG ANG; ZHENG YANG CHIN; HAIHONG ZHANG et al.Pattern recognition. 2012, Vol 45, Num 6, pp 2137-2144, issn 0031-3203, 8 p.Article

Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain―Computer InterfaceARVANEH, Mahnaz; CUNTAI GUAN; KAI KENG ANG et al.IEEE transactions on neural networks and learning systems (Print). 2013, Vol 24, Num 4, pp 610-619, issn 2162-237X, 10 p.Article

Expectation-maximization method for EEG-based continuous cursor controlXIAOYUAN ZHU; CUNTAI GUAN; JIANKANG WU et al.EURASIP Journal on Advances in Signal Processing (Print). 2007, Vol 2007, Num 2, issn 1687-6172, d1-d10Article

Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse RepresentationYUANQING LI; CICHOCKI, Andrzej; AMARI, Shun-Ichi et al.IEEE transactions on neural networks. 2008, Vol 19, Num 12, pp 2009-2021, issn 1045-9227, 13 p.Article

An EEG-Based BCI System for 2-D Cursor Control by Combining Mu/Beta Rhythm and P300 PotentialYUANQING LI; JINYI LONG; TIANYOU YU et al.IEEE transactions on biomedical engineering. 2010, Vol 57, Num 10, pp 2495-2505, issn 0018-9294, 11 p., 1Article

Optimum Spatio-Spectral Filtering Network for Brain-Computer InterfaceHAIHONG ZHANG; ZHENG YANG CHIN; KAI KENG ANG et al.IEEE transactions on neural networks. 2011, Vol 22, Num 1, pp 52-63, issn 1045-9227, 12 p.Article

Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample SettingHAIPING LU; ENG, How-Lung; CUNTAI GUAN et al.IEEE transactions on biomedical engineering. 2010, Vol 57, Num 12, pp 2936-2946, issn 0018-9294, 11 p.Article

Controlling a wheelchair indoors using thought : Interacting with autonomyREBSAMEN, Brice; CHEE LEONG TEO; QIANG ZENG et al.IEEE intelligent systems. 2007, Vol 22, Num 2, pp 18-24, issn 1541-1672, 7 p.Article

Near infrared spectroscopy based brain-computer interfaceRANGANATHA, Sitaram; HOSHI, Yoko; CUNTAI GUAN et al.SPIE proceedings series. 2005, isbn 0-8194-5852-X, 2Vol, Part 1, 434-442Conference Paper