Zhi-Hua Zhou
Zhi-Hua Zhou
在 nju.edu.cn 的电子邮件经过验证 - 首页
标题引用次数年份
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
45852008
ML-KNN: A lazy learning approach to multi-label learning
ML Zhang, ZH Zhou
Pattern recognition 40 (7), 2038-2048, 2007
20662007
Ensembling neural networks: many could be better than all
ZH Zhou, J Wu, W Tang
Artificial intelligence 137 (1-2), 239-263, 2002
19622002
Ensemble Methods: Foundations and Algorithms
ZH Zhou
Chapman & Hall/CRC Press, 2012
15102012
A Review on Multi-Label Learning Algorithms
ML Zhang, ZH Zhou
IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014
14072014
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
13402009
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
9562006
Isolation forest
FT Liu, KM Ting, ZH Zhou
ICDM, 413-422, 2008
9452008
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
9412007
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
9382006
Tri-training: Exploiting unlabeled data using three classifiers
ZH Zhou, M Li
IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005
8892005
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
8552006
The top ten algorithms in data mining
X Wu, V Kumar
CRC press, 2009
6942009
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition
D Zhang, ZH Zhou
Neurocomputing 69 (1-3), 224-231, 2005
6152005
Multi-instance multi-label learning with application to scene classification
ZH Zhou, ML Zhang
NIPS 2016, 1609-1616, 2007
5122007
Projection functions for eye detection
ZH Zhou, X Geng
Pattern recognition 37 (5), 1049-1056, 2004
5022004
A k-nearest neighbor based algorithm for multi-label classification
ML Zhang, ZH Zhou
IEEE International Conference on Granular Computing, 718-721, 2005
4332005
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
4272005
Isolation-based anomaly detection
FT Liu, KM Ting, ZH Zhou
ACM TKDD 6 (1), 2012
4002012
Multi-Instance Multi-Label Learning
ZH Zhou, ML Zhang, SJ Huang, YF Li
Artificial Intelligence 176 (1), 2291-2320, 2012
3802012
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