On the consistency of multi-label learningWEI GAO; ZHOU, Zhi-Hua.Artificial intelligence (General ed.). 2013, Vol 199-200, pp 22-44, issn 0004-3702, 23 p.Article

A framework for modeling positive class expansion with single snapshot : Best Papers from the 21th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2008)YANG YU; ZHOU, Zhi-Hua.Knowledge and information systems (Print). 2010, Vol 25, Num 2, pp 211-227, issn 0219-1377, 17 p.Article

Tri-training : Exploiting unlabeled data using three classifiersZHOU, Zhi-Hua; MING LI.IEEE transactions on knowledge and data engineering. 2005, Vol 17, Num 11, pp 1529-1541, issn 1041-4347, 13 p.Article

SOM ensemble-based image segmentationYUAN JIANG; ZHOU, Zhi-Hua.Neural processing letters. 2004, Vol 20, Num 3, pp 171-178, issn 1370-4621, 8 p.Article

Cost-Sensitive Face RecognitionYIN ZHANG; ZHOU, Zhi-Hua.IEEE transactions on pattern analysis and machine intelligence. 2010, Vol 32, Num 10, pp 1758-1769, issn 0162-8828, 12 p.Article

Semi-supervised learning by disagreementZHOU, Zhi-Hua; MING LI.Knowledge and information systems (Print). 2010, Vol 24, Num 3, pp 415-439, issn 0219-1377, 25 p.Conference Paper

On the doubt about margin explanation of boostingWEI GAO; ZHOU, Zhi-Hua.Artificial intelligence (General ed.). 2013, Vol 203, pp 1-18, issn 0004-3702, 18 p.Article

A new approach to estimating the expected first hitting time of evolutionary algorithmsYANG YU; ZHOU, Zhi-Hua.Artificial intelligence (General ed.). 2008, Vol 172, Num 15, pp 1809-1832, issn 0004-3702, 24 p.Article

Semisupervised regression with cotraining-style algorithmsZHOU, Zhi-Hua; MING LI.IEEE transactions on knowledge and data engineering. 2007, Vol 19, Num 11, pp 1479-1493, issn 1041-4347, 15 p.Article

Neighbor line-based locally linear embeddingZHAN, De-Chuan; ZHOU, Zhi-Hua.Lecture notes in computer science. 2006, pp 806-815, issn 0302-9743, isbn 3-540-33206-5, 1Vol, 10 p.Conference Paper

An analysis on recombination in multi-objective evolutionary optimizationCHAO QIAN; YANG YU; ZHOU, Zhi-Hua et al.Artificial intelligence (General ed.). 2013, Vol 204, pp 99-119, issn 0004-3702, 21 p.Article

Special Issue on Learning from Multi-Label DataTSOUMAKAS, Grigorios; ZHANG, Min-Ling; ZHOU, Zhi-Hua et al.Machine learning. 2012, Vol 88, Num 1-2, issn 0885-6125, 296 p.Serial Issue

Individual Stable Space : An Approach to Face Recognition Under Uncontrolled ConditionsXIN GENG; ZHOU, Zhi-Hua; SMITH-MILES, Kate et al.IEEE transactions on neural networks. 2008, Vol 19, Num 8, pp 1354-1368, issn 1045-9227, 15 p.Article

Semi-supervised document retrievalMING LI; HANG LI; ZHOU, Zhi-Hua et al.Information processing & management. 2009, Vol 45, Num 3, pp 341-355, issn 0306-4573, 15 p.Article

ML-KNN : A lazy learning approach to multi-label learningZHANG, Min-Ling; ZHOU, Zhi-Hua.Pattern recognition. 2007, Vol 40, Num 7, pp 2038-2048, issn 0031-3203, 11 p.Article

On the approximation ability of evolutionary optimization with application to minimum set coverYANG YU; XIN YAO; ZHOU, Zhi-Hua et al.Artificial intelligence (General ed.). 2012, Vol 180-81, pp 20-33, issn 0004-3702, 14 p.Article

Automatic age estimation based on facial aging patternsXIN GENG; ZHOU, Zhi-Hua; SMITH-MILES, Kate et al.IEEE transactions on pattern analysis and machine intelligence. 2007, Vol 29, Num 12, pp 2234-2240, issn 0162-8828, 7 p.Article

Learning with unlabeled data and its application to image retrievalZHOU, Zhi-Hua.Lecture notes in computer science. 2006, pp 5-10, issn 0302-9743, isbn 3-540-36667-9, 1Vol, 6 p.Conference Paper

Facial Age Estimation by Learning from Label DistributionsXIN GENG; CHAO YIN; ZHOU, Zhi-Hua et al.IEEE transactions on pattern analysis and machine intelligence. 2013, Vol 35, Num 10, pp 2401-2412, issn 0162-8828, 12 p.Article

New Semi-Supervised Classification Method Based on Modified Cluster AssumptionYUNYUN WANG; SONGCAN CHEN; ZHOU, Zhi-Hua et al.IEEE transactions on neural networks and learning systems (Print). 2012, Vol 23, Num 5, pp 689-702, issn 2162-237X, 14 p.Article

Distributional Features for Text CategorizationXUE, Xiao-Bing; ZHOU, Zhi-Hua.IEEE transactions on knowledge and data engineering. 2009, Vol 21, Num 3, pp 428-442, issn 1041-4347, 15 p.Article

Adapting RBF neural networks to multi-instance learningZHANG, Min-Ling; ZHOU, Zhi-Hua.Neural processing letters. 2006, Vol 23, Num 1, pp 1-26, issn 1370-4621, 26 p.Article

Multilabel neural networks with applications to functional genomics and text categorizationZHANG, Min-Ling; ZHOU, Zhi-Hua.IEEE transactions on knowledge and data engineering. 2006, Vol 18, Num 10, pp 1338-1351, issn 1041-4347, 14 p.Article

Locating regions of interest in CBIR with multi-instance learning techniquesZHOU, Zhi-Hua; XUE, Xiao-Bing; YUAN JIANG et al.Lecture notes in computer science. 2005, pp 92-101, issn 0302-9743, isbn 3-540-30462-2, 1Vol, 10 p.Conference Paper

Improve multi-instance neural networks through feature selectionZHANG, Min-Ling; ZHOU, Zhi-Hua.Neural processing letters. 2004, Vol 19, Num 1, pp 1-10, issn 1370-4621, 10 p.Article