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Min-Ling Zhang
Min-Ling Zhang
Professor, School of Computer Science and Engineering, Southeast University, China
Verified email at seu.edu.cn - Homepage
Title
Cited by
Cited by
Year
ML-KNN: A lazy learning approach to multi-label learning
ML Zhang, ZH Zhou
Pattern Recognition 40 (7), 2038-2048, 2007
34982007
A review on multi-label learning algorithms
M Zhang, Z Zhou
IEEE Transactions on Knowledge and Data Engineering 26 (8), 1819-1837, 2014
29082014
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
14242006
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
6422005
Multi-instance multi-label learning with application to scene classification
ZH Zhou, ML Zhang
Advances in Neural Information Processing Systems, 1609-1616, 2006
617*2006
Feature selection for multi-label naive Bayes classification
ML Zhang, JM Peña, V Robles
Information Sciences 179 (19), 3218-3229, 2009
5842009
LIFT: Multi-label learning with label-specific features
ML Zhang, L Wu
IEEE transactions on pattern analysis and machine intelligence 37 (1), 107-120, 2015
5472015
Multi-label learning by exploiting label dependency
ML Zhang, K Zhang
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
5452010
Multi-instance multi-label learning
ZH Zhou, ML Zhang, SJ Huang, YF Li
Artificial Intelligence 176 (1), 2291-2320, 2012
4842012
Binary relevance for multi-label learning: an overview
ML Zhang, YK Li, XY Liu, X Geng
Frontiers of Computer Science 12, 191-202, 2018
3102018
Ml-rbf: RBF Neural Networks for Multi-Label Learning
ML Zhang
Neural Processing Letters 29, 61-74, 2009
2222009
Neural networks for multi-instance learning
ZH Zhou, ML Zhang
Proceedings of the International Conference on Intelligent Information …, 2002
1882002
Disambiguation-free partial label learning
ML Zhang, F Yu, CZ Tang
IEEE Transactions on Knowledge and Data Engineering 29 (10), 2155-2167, 2017
1692017
Solving the partial label learning problem: An instance-based approach.
ML Zhang, F Yu
IJCAI, 4048-4054, 2015
1682015
Solving multi-instance problems with classifier ensemble based on constructive clustering
ZH Zhou, ML Zhang
Knowledge and information systems 11, 155-170, 2007
1672007
Multi-instance clustering with applications to multi-instance prediction
ML Zhang, ZH Zhou
Applied intelligence 31, 47-68, 2009
1552009
Towards class-imbalance aware multi-label learning
ML Zhang, YK Li, H Yang, XY Liu
IEEE Transactions on Cybernetics 52 (6), 4459-4471, 2020
1492020
Maximum margin partial label learning
F Yu, ML Zhang
Machine Learning 106, 573–593, 2017
1382017
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
1352008
Multi-label learning by instance differentiation
ML Zhang, ZH Zhou
AAAI 7, 669-674, 2007
1292007
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