Zhi-Hua Zhou - Google Scholar Citations

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Citations	44167	29684
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Min-Ling ZhangProfessor, School of Computer Science and Engineering, Southeast University, ChinaVerified email at seu.edu.cn
Songcan ChenNanjing University of Aeronautics & AstronauticsVerified email at nuaa.edu.cn
Yang YuProfessor, Nanjing UniversityVerified email at nju.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
Daoqiang ZhangNanjing University of Aeronautics and AstronauticsVerified email at nuaa.edu.cn
Xindong WuMininglamp Academy of SciencesVerified email at mininglamp.com
Xin GengSchool of Computer Science and Engineering, Southeast UniversityVerified email at seu.edu.cn
Kai Ming TingFederation University AustraliaVerified email at federation.edu.au
Xu-Ying LiuSoutheast University, ChinaVerified email at seu.edu.cn
Sheng-Jun HuangNanjing University of Aeronautics & AstronauticsVerified email at lamda.nju.edu.cn
Chao QianUniversity of Science and Technology of ChinaVerified email at lamda.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
De-Chuan ZhanNanjing University, ChinaVerified email at nju.edu.cn
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
Tianbao YangUniversity of IowaVerified email at uiowa.edu
Wei WangNanjing UniversityVerified email at lamda.nju.edu.cn
Nan Li 李楠Alibaba Group, http://nan-li.cn/Verified email at alibaba-inc.com

Zhi-Hua Zhou

Nanjing University

Verified email at nju.edu.cn - Homepage

Artificial Intelligence Machine Learning Data Mining


Title	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	4437	2008
ML-KNN: A lazy learning approach to multi-label learning ML Zhang, ZH Zhou Pattern recognition 40 (7), 2038-2048, 2007	1989	2007
Ensembling neural networks: many could be better than all ZH Zhou, J Wu, W Tang Artificial intelligence 137 (1-2), 239-263, 2002	1945	2002
Ensemble Methods: Foundations and Algorithms ZH Zhou Chapman & Hall/CRC Press, 2012	1427	2012
A Review on Multi-Label Learning Algorithms ML Zhang, ZH Zhou IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014	1334	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	1285	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	930	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	915	2007
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	909	2006
Tri-training: Exploiting unlabeled data using three classifiers ZH Zhou, M Li IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005	866	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	845	2006
Isolation forest FT Liu, KM Ting, ZH Zhou ICDM, 413-422, 2008	842	2008
The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009	663	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	604	2005
Multi-instance multi-label learning with application to scene classification ZH Zhou, ML Zhang NIPS 2016, 1609-1616, 2007	506	2007
Projection functions for eye detection ZH Zhou, X Geng Pattern recognition 37 (5), 1049-1056, 2004	497	2004
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	425	2005
A k-nearest neighbor based algorithm for multi-label classification ML Zhang, ZH Zhou IEEE International Conference on Granular Computing, 718-721, 2005	418	2005
Lung cancer cell identification based on artificial neural network ensembles ZH Zhou, Y Jiang, YB Yang, SF Chen Artificial Intelligence in Medicine 24 (1), 25-36, 2002	375	2002
Multi-Instance Multi-Label Learning ZH Zhou, ML Zhang, SJ Huang, YF Li Artificial Intelligence 176 (1), 2291-2320, 2012	368	2012

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