Zhi-Hua Zhou

Cited by

	All	Since 2016
Citations	56876	33704
h-index	105	77
i10-index	362	306

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200420052006200720082009201020112012201320142015201620172018201920202021203 339 580 679 973 1512 1901 2330 2650 3115 3785 4193 4757 5333 6437 7688 8232 1205

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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
Ming LiNanjing UniversityVerified email at lamda.nju.edu.cn
Yu-Feng LiNanjing UniversityVerified email at nju.edu.cn
Jianxin Wu (吴建鑫)Professor, Nanjing UniversityVerified email at nju.edu.cn
Rong JinAlibaba GroupVerified email at cse.msu.edu
Kai Ming TingNanjing UniversityVerified email at nju.edu.cn
Xindong WuMininglamp Academy of Sciences; Hefei University of TechnologyVerified email at hfut.edu.cn
Chao QianNanjing UniversityVerified email at nju.edu.cn
Xin GengSchool of Computer Science and Engineering, Southeast UniversityVerified email at seu.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@WeBank, Chair Prof.@HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerified email at cse.ust.hk
Xu-Ying LiuSoutheast University, ChinaVerified email at seu.edu.cn
De-Chuan ZhanNanjing University, ChinaVerified email at nju.edu.cn
Hiroshi MotodaOsaka UniversityVerified email at ar.sanken.osaka-u.ac.jp
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

Zhi-Hua Zhou

Nanjing University

Verified email at nju.edu.cn - Homepage

Artificial Intelligence Machine Learning Data Mining


Title Sort by citations Sort by year Sort by 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	5472	2008
ML-KNN: A lazy learning approach to multi-label learning ML Zhang, ZH Zhou Pattern recognition 40 (7), 2038-2048, 2007	2594	2007
Ensemble Methods: Foundations and Algorithms ZH Zhou Chapman & Hall/CRC Press, 2012	2199	2012
Ensembling neural networks: many could be better than all ZH Zhou, J Wu, W Tang Artificial intelligence 137 (1-2), 239-263, 2002	2197	2002
A Review on Multi-Label Learning Algorithms ML Zhang, ZH Zhou IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014	1949	2014
Isolation forest FT Liu, KM Ting, ZH Zhou ICDM, 413-422, 2008	1778	2008
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	1714	2009
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	1156	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	1136	2006
Tri-training: Exploiting unlabeled data using three classifiers ZH Zhou, M Li IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005	1070	2005
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	1049	2007
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	919	2006
The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009	798	2009
Isolation-based anomaly detection FT Liu, KM Ting, ZH Zhou ACM TKDD 6 (1), 2012	695	2012
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition D Zhang, ZH Zhou Neurocomputing 69 (1-3), 224-231, 2005	663	2005
Deep forest ZH Zhou, J Feng National Science Review 6 (1), 74-86, 2019	591	2019
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	589	2010
Multi-instance multi-label learning with application to scene classification ZL Zhang, ML Zhang Advances in Neural Information Processing Systems 19, 1609-1616, 2007	568*	2007
Deep forest: Towards an alternative to deep neural networks ZH Zhou, J Feng IJCAI 2017, 2017	553*	2017
Projection functions for eye detection ZH Zhou, X Geng Pattern recognition 37 (5), 1049-1056, 2004	523	2004

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