Zhi-Hua Zhou - Google Scholar

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Citations	51947	33546
h-index	102	77
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Min-Ling ZhangProfessor, School of Computer Science and Engineering, Southeast University, ChinaVerified email at seu.edu.cn
Yang YuProfessor, Nanjing UniversityVerified email at nju.edu.cn
Songcan ChenNanjing University of Aeronautics & AstronauticsVerified email at nuaa.edu.cn
Jianxin Wu (吴建鑫)Professor, Nanjing UniversityVerified email at nju.edu.cn
Yu-Feng LiNanjing UniversityVerified email at nju.edu.cn
Rong JinAlibaba GroupVerified email at cse.msu.edu
Xin GengSchool of Computer Science and Engineering, Southeast UniversityVerified email at seu.edu.cn
Xindong WuMininglamp Academy of Sciences; Hefei University of TechnologyVerified email at hfut.edu.cn
Chao QianNanjing UniversityVerified email at nju.edu.cn
Kai Ming TingNanjing UniversityVerified email at nju.edu.cn
Daoqiang ZhangNanjing University of Aeronautics and AstronauticsVerified email at nuaa.edu.cn
Sheng-Jun HuangNanjing University of Aeronautics & AstronauticsVerified email at lamda.nju.edu.cn
Vipin KumarUniversity of MinnesotaVerified email at umn.edu
Qiang Yang (杨强）Chief AI Officer at WeBank, Chair Professor of Engineering @ HKUST, IJCAI President(2017.7-2019.8)Verified email at cse.ust.hk
Xu-Ying LiuSoutheast University, ChinaVerified email at seu.edu.cn
Hiroshi MotodaOsaka UniversityVerified email at ar.sanken.osaka-u.ac.jp
De-Chuan ZhanNanjing University, ChinaVerified email at nju.edu.cn
Xiaoyang Tan (谭晓阳)Nanjing University of Aeronautics and AstronauticsVerified email at nuaa.edu.cn
Wei WangNanjing UniversityVerified email at lamda.nju.edu.cn
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu

Zhi-Hua Zhou

Nanjing University

Verified email at nju.edu.cn - Homepage

Artificial Intelligence Machine Learning Data Mining


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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	5119	2008
ML-KNN: A lazy learning approach to multi-label learning ML Zhang, ZH Zhou Pattern recognition 40 (7), 2038-2048, 2007	2356	2007
Ensembling neural networks: many could be better than all ZH Zhou, J Wu, W Tang Artificial intelligence 137 (1-2), 239-263, 2002	2087	2002
Ensemble Methods: Foundations and Algorithms ZH Zhou Chapman & Hall/CRC Press, 2012	1916	2012
A Review on Multi-Label Learning Algorithms ML Zhang, ZH Zhou IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014	1731	2014
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	1557	2009
Isolation forest FT Liu, KM Ting, ZH Zhou ICDM, 413-422, 2008	1387	2008
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	1074	2006
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	1042	2006
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	1000	2007
Tri-training: Exploiting unlabeled data using three classifiers ZH Zhou, M Li IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005	999	2005
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	890	2006
The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009	765	2009
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition D Zhang, ZH Zhou Neurocomputing 69 (1-3), 224-231, 2005	646	2005
Isolation-based anomaly detection FT Liu, KM Ting, ZH Zhou ACM TKDD 6 (1), 2012	558	2012
Multi-instance multi-label learning with application to scene classification ZL Zhang, ML Zhang Advances in Neural Information Processing Systems 19, 1609-1616, 2007	543	2007
Projection functions for eye detection ZH Zhou, X Geng Pattern recognition 37 (5), 1049-1056, 2004	509	2004
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	495	2010
A k-nearest neighbor based algorithm for multi-label classification ML Zhang, ZH Zhou IEEE International Conference on Granular Computing, 718-721, 2005	479	2005
Deep forest ZH Zhou, J Feng National Science Review 6 (1), 74-86, 2019	475	2019

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