Zhi-Hua Zhou
Title
Cited by
Cited by
Year
Top 10 algorithms in data mining
X Wu, V Kumar, JR Quinlan, J Ghosh, Q Yang, H Motoda, GJ McLachlan, ...
Knowledge and information systems 14 (1), 1-37, 2008
50402008
ML-KNN: A lazy learning approach to multi-label learning
ML Zhang, ZH Zhou
Pattern recognition 40 (7), 2038-2048, 2007
23032007
Ensembling neural networks: many could be better than all
ZH Zhou, J Wu, W Tang
Artificial intelligence 137 (1-2), 239-263, 2002
20722002
Ensemble Methods: Foundations and Algorithms
ZH Zhou
Chapman & Hall/CRC Press, 2012
18492012
A Review on Multi-Label Learning Algorithms
ML Zhang, ZH Zhou
IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014
16752014
Exploratory undersampling for class-imbalance learning
XY Liu, J Wu, ZH Zhou
IEEE Trans. Systems, Man, and Cybernetics, Part B: Cybernetics 39 (2), 539-550, 2009
15232009
Isolation forest
FT Liu, KM Ting, ZH Zhou
ICDM, 413-422, 2008
12982008
Multilabel neural networks with applications to functional genomics and text categorization
ML Zhang, ZH Zhou
IEEE Trans. Knowledge and Data Engineering 18 (10), 1338-1351, 2006
10552006
Training cost-sensitive neural networks with methods addressing the class imbalance problem
ZH Zhou, XY Liu
IEEE Trans. Knowledge and Data Engineering 18 (1), 63-77, 2006
10242006
Automatic age estimation based on facial aging patterns
X Geng, ZH Zhou, K Smith-Miles
IEEE Trans. Pattern Analysis and Machine Intelligence 29 (12), 2234-2240, 2007
9912007
Tri-training: Exploiting unlabeled data using three classifiers
ZH Zhou, M Li
IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005
9862005
Face recognition from a single image per person: A survey
X Tan, S Chen, ZH Zhou, F Zhang
Pattern recognition 39 (9), 1725-1745, 2006
8882006
The top ten algorithms in data mining
X Wu, V Kumar
CRC press, 2009
7472009
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition
D Zhang, ZH Zhou
Neurocomputing 69 (1-3), 224-231, 2005
6422005
Multi-instance multi-label learning with application to scene classification
ZL Zhang, ML Zhang
Advances in Neural Information Processing Systems 19, 1609-1616, 2007
5402007
Isolation-based anomaly detection
FT Liu, KM Ting, ZH Zhou
ACM TKDD 6 (1), 2012
5332012
Projection functions for eye detection
ZH Zhou, X Geng
Pattern recognition 37 (5), 1049-1056, 2004
5082004
A k-nearest neighbor based algorithm for multi-label classification
ML Zhang, ZH Zhou
IEEE International Conference on Granular Computing, 718-721, 2005
4742005
Understanding bag-of-words model: a statistical framework
Y Zhang, R Jin, ZH Zhou
International Journal of Machine Learning and Cybernetics 1 (1-4), 43-52, 2010
4732010
Supervised nonlinear dimensionality reduction for visualization and classification
X Geng, DC Zhan, ZH Zhou
IEEE Trans. Systems, Man, and Cybernetics, Part B: Cybernetics 35 (6), 1098-1107, 2005
4522005
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