Min-Ling Zhang
Min-Ling Zhang
Professor, School of Computer Science and Engineering, Southeast University, China
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ML-KNN: A lazy learning approach to multi-label learning
ML Zhang, ZH Zhou
Pattern Recognition 40 (7), 2038-2048, 2007
A review on multi-label learning algorithms
M Zhang, Z Zhou
IEEE Transactions on Knowledge and Data Engineering 26 (8), 1819-1837, 2014
Multilabel neural networks with applications to functional genomics and text categorization
ML Zhang, ZH Zhou
IEEE transactions on Knowledge and Data Engineering 18 (10), 1338-1351, 2006
Multi-instance multi-label learning with application to scene classification
ZH Zhou, ML Zhang
Advances in Neural Information Processing Systems, 1609-1616, 2006
A k-nearest neighbor based algorithm for multi-label classification
ML Zhang, ZH Zhou
2005 IEEE international conference on granular computing 2, 718-721, 2005
Multi-label learning by exploiting label dependency
ML Zhang, K Zhang
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
Feature selection for multi-label naive Bayes classification
ML Zhang, JM Peña, V Robles
Information Sciences 179 (19), 3218-3229, 2009
Multi-instance multi-label learning
ZH Zhou, ML Zhang, SJ Huang, YF Li
Artificial Intelligence 176 (1), 2291-2320, 2012
Lift: Multi-Label Learning with Label-Specific Features
ML Zhang, L Wu
IEEE transactions on pattern analysis and machine intelligence 37 (1), 107-120, 2014
M l-rbf: RBF Neural Networks for Multi-Label Learning
ML Zhang
Neural processing letters 29 (2), 61-74, 2009
Neural networks for multi-instance learning
ZH Zhou, ML Zhang
Proceedings of the International Conference on Intelligent Information …, 2002
M3MIML: A maximum margin method for multi-instance multi-label learning
ML Zhang, ZH Zhou
2008 Eighth IEEE International Conference on Data Mining, 688-697, 2008
Solving multi-instance problems with classifier ensemble based on constructive clustering
ZH Zhou, ML Zhang
Knowledge and Information Systems 11 (2), 155-170, 2007
Multi-instance clustering with applications to multi-instance prediction
ML Zhang, ZH Zhou
Applied Intelligence 31 (1), 47-68, 2009
Multi-label learning by instance differentiation
ML Zhang, ZH Zhou
AAAI 7, 669-674, 2007
Ensembles of multi-instance learners
ZH Zhou, ML Zhang
European Conference on Machine Learning, 492-502, 2003
Improve multi-instance neural networks through feature selection
ML Zhang, ZH Zhou
Neural Processing Letters 19 (1), 1-10, 2004
CoTrade: confident co-training with data editing
ML Zhang, ZH Zhou
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2011
Binary relevance for multi-label learning: an overview
ML Zhang, YK Li, XY Liu, X Geng
Frontiers of Computer Science 12 (2), 191-202, 2018
Disambiguation-free partial label learning
ML Zhang
Proceedings of the 14th SIAM International Conference on Data Mining (SDM’14 …, 2014
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