Zhi-Hua Zhou

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Min-Ling ZhangProfessor, School of Computer Science and Engineering, Southeast University, ChinaVerifierad e-postadress på seu.edu.cn
Yang YuProfessor, Nanjing UniversityVerifierad e-postadress på nju.edu.cn
Songcan ChenNanjing University of Aeronautics & AstronauticsVerifierad e-postadress på nuaa.edu.cn
Yu-Feng LiProfessor, Nanjing UniversityVerifierad e-postadress på lamda.nju.edu.cn
Kai Ming TingNanjing UniversityVerifierad e-postadress på nju.edu.cn
Ming LiNanjing UniversityVerifierad e-postadress på lamda.nju.edu.cn
Jianxin Wu (吴建鑫)Nanjing UniversityVerifierad e-postadress på nju.edu.cn
Rong JinAlibaba GroupVerifierad e-postadress på cse.msu.edu
Chao QianNanjing UniversityVerifierad e-postadress på nju.edu.cn
Qiang Yang (杨强）Chief AI Officer@WeBank, Prof. Emeritus @HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerifierad e-postadress på cse.ust.hk
Xindong WuHefei University of Technology; Zhejiang LabVerifierad e-postadress på hfut.edu.cn
Xin GengSchool of Computer Science and Engineering, Southeast UniversityVerifierad e-postadress på seu.edu.cn
Peng ZhaoNanjing UniversityVerifierad e-postadress på lamda.nju.edu.cn
Vipin KumarUniversity of MinnesotaVerifierad e-postadress på umn.edu
Sheng-Jun HuangNanjing University of Aeronautics & AstronauticsVerifierad e-postadress på lamda.nju.edu.cn
Daoqiang ZhangNanjing University of Aeronautics and AstronauticsVerifierad e-postadress på nuaa.edu.cn
Xu-Ying LiuSoutheast University, ChinaVerifierad e-postadress på seu.edu.cn
De-Chuan ZhanNanjing University, ChinaVerifierad e-postadress på nju.edu.cn
Hiroshi MotodaOsaka UniversityVerifierad e-postadress på ar.sanken.osaka-u.ac.jp
Tianbao YangTexas A&M UniversityVerifierad e-postadress på tamu.edu

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Zhi-Hua Zhou

Nanjing University

Verifierad e-postadress på nju.edu.cn - Startsida

Artificial Intelligence Machine Learning Data Mining


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
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	7433	2008
Isolation forest FT Liu, KM Ting, ZH Zhou ICDM, 413-422, 2008	5177	2008
Ensemble Methods: Foundations and Algorithms ZH Zhou Chapman & Hall/CRC Press, 2012	3927	2012
ML-KNN: A lazy learning approach to multi-label learning ML Zhang, ZH Zhou Pattern recognition 40 (7), 2038-2048, 2007	3731	2007
A Review on Multi-Label Learning Algorithms ML Zhang, ZH Zhou IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014	3155	2014
Exploratory undersampling for class-imbalance learning XY Liu, J Wu, ZH Zhou IEEE ICDM 2006, 2006	2784	2006
Ensembling neural networks: many could be better than all ZH Zhou, J Wu, W Tang Artificial intelligence 137 (1-2), 239-263, 2002	2646	2002
Machine learning ZH Zhou Springer Nature, 2021	1909	2021
Isolation-based anomaly detection FT Liu, KM Ting, ZH Zhou ACM TKDD 6 (1), 2012	1716	2012
A Brief Introduction to Weakly Supervised Learning ZH Zhou National Science Review 5 (1), 44-53, 2018	1579	2018
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	1562	2006
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	1478	2006
Tri-training: Exploiting unlabeled data using three classifiers ZH Zhou, M Li IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005	1472	2005
Understanding bag-of-words model: a statistical framework Y Zhang, R Jin, ZH Zhou International journal of machine learning and cybernetics 1, 43-52, 2010	1439	2010
Deep forest ZH Zhou, J Feng National Science Review 6 (1), 74-86, 2019	1422	2019
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	1241	2007
The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009	1138	2009
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	982	2006
Ensemble learning ZH Zhou Encyclopedia of Biometrics, 270-273, 2015	931*	2015
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition D Zhang, ZH Zhou Neurocomputing 69 (1-3), 224-231, 2005	763	2005

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