Zhi-Hua Zhou

Cited by

	All	Since 2016
Citations	61136	37882
h-index	109	81
i10-index	379	327

9000

4500

2250

6750

200420052006200720082009201020112012201320142015201620172018201920202021201 340 575 675 977 1521 1902 2329 2611 3131 3817 4205 4797 5326 6474 7790 8298 5140

Public access

View all

137 articles

13 articles

available

not available

Based on funding mandates

Co-authors

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
Chao QianNanjing UniversityVerified email at nju.edu.cn
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
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
Xu-Ying LiuSoutheast University, ChinaVerified email at seu.edu.cn
Qiang Yang (杨强）Chief AI Officer@WeBank, Chair Prof.@HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerified email at cse.ust.hk
De-Chuan ZhanNanjing University, ChinaVerified email at nju.edu.cn
Vipin KumarUniversity of MinnesotaVerified email at umn.edu
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
Tianbao YangUniversity of IowaVerified email at uiowa.edu

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	5716	2008
ML-KNN: A lazy learning approach to multi-label learning ML Zhang, ZH Zhou Pattern recognition 40 (7), 2038-2048, 2007	2766	2007
Ensemble Methods: Foundations and Algorithms ZH Zhou Chapman & Hall/CRC Press, 2012	2451*	2012
Ensembling neural networks: many could be better than all ZH Zhou, J Wu, W Tang Artificial intelligence 137 (1-2), 239-263, 2002	2270	2002
Isolation forest FT Liu, KM Ting, ZH Zhou ICDM, 413-422, 2008	2174	2008
A Review on Multi-Label Learning Algorithms ML Zhang, ZH Zhou IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014	2108	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	1889	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	1210	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	1200	2006
Tri-training: Exploiting unlabeled data using three classifiers ZH Zhou, M Li IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005	1138	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	1094	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	929	2006
The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009	895	2009
Isolation-based anomaly detection FT Liu, KM Ting, ZH Zhou ACM TKDD 6 (1), 2012	828	2012
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	727	2010
Deep forest ZH Zhou, J Feng National Science Review 6 (1), 74-86, 2019	683	2019
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition D Zhang, ZH Zhou Neurocomputing 69 (1-3), 224-231, 2005	683	2005
A Brief Introduction to Weakly Supervised Learning ZH Zhou National Science Review 5 (1), 44-53, 2018	612	2018
Multi-instance multi-label learning with application to scene classification ZL Zhang, ML Zhang Advances in Neural Information Processing Systems 19, 1609-1616, 2007	590*	2007
A k-nearest neighbor based algorithm for multi-label classification ML Zhang, ZH Zhou IEEE International Conference on Granular Computing, 718-721, 2005	541	2005

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow this author

Cited by

Co-authors