Zhi-Hua Zhou
Zhi-Hua Zhou
Verifierad e-postadress på nju.edu.cn - Startsida
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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
51832008
ML-KNN: A lazy learning approach to multi-label learning
ML Zhang, ZH Zhou
Pattern recognition 40 (7), 2038-2048, 2007
24152007
Ensembling neural networks: many could be better than all
ZH Zhou, J Wu, W Tang
Artificial intelligence 137 (1-2), 239-263, 2002
21082002
Ensemble Methods: Foundations and Algorithms
ZH Zhou
Chapman & Hall/CRC Press, 2012
19852012
A Review on Multi-Label Learning Algorithms
ML Zhang, ZH Zhou
IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014
17872014
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
15872009
Isolation forest
FT Liu, KM Ting, ZH Zhou
ICDM, 413-422, 2008
14672008
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
10952006
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
10572006
Tri-training: Exploiting unlabeled data using three classifiers
ZH Zhou, M Li
IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005
10102005
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
10032007
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
8972006
The top ten algorithms in data mining
X Wu, V Kumar
CRC press, 2009
7732009
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition
D Zhang, ZH Zhou
Neurocomputing 69 (1-3), 224-231, 2005
6512005
Isolation-based anomaly detection
FT Liu, KM Ting, ZH Zhou
ACM TKDD 6 (1), 2012
5842012
Multi-instance multi-label learning with application to scene classification
ZL Zhang, ML Zhang
Advances in Neural Information Processing Systems 19, 1609-1616, 2007
5442007
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
5232010
Projection functions for eye detection
ZH Zhou, X Geng
Pattern recognition 37 (5), 1049-1056, 2004
5092004
Deep forest
ZH Zhou, J Feng
National Science Review 6 (1), 74-86, 2019
4982019
A k-nearest neighbor based algorithm for multi-label classification
ML Zhang, ZH Zhou
IEEE International Conference on Granular Computing, 718-721, 2005
4872005
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Artiklar 1–20