Zhi-Hua Zhou

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Min-Ling ZhangProfessor, School of Computer Science and Engineering, Southeast University, ChinaVerificeret mail på seu.edu.cn
Yang YuProfessor, Nanjing UniversityVerificeret mail på nju.edu.cn
Kai Ming TingNanjing UniversityVerificeret mail på nju.edu.cn
Yu-Feng LiProfessor, Nanjing UniversityVerificeret mail på lamda.nju.edu.cn
Songcan ChenNanjing University of Aeronautics & AstronauticsVerificeret mail på nuaa.edu.cn
Ming LiNanjing UniversityVerificeret mail på lamda.nju.edu.cn
Peng ZhaoNanjing UniversityVerificeret mail på lamda.nju.edu.cn
Jianxin Wu (吴建鑫)Nanjing UniversityVerificeret mail på nju.edu.cn
Chao QianNanjing UniversityVerificeret mail på nju.edu.cn
Rong JinAlibaba GroupVerificeret mail på cse.msu.edu
Qiang Yang (杨强）Chief AI Officer@WeBank, Prof. Emeritus @HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerificeret mail på cse.ust.hk
Xindong Wu (吴信东)Hefei University of TechnologyVerificeret mail på hfut.edu.cn
Xin GengSchool of Computer Science and Engineering, Southeast UniversityVerificeret mail på seu.edu.cn
Vipin KumarUniversity of MinnesotaVerificeret mail på umn.edu
Sheng-Jun HuangNanjing University of Aeronautics & AstronauticsVerificeret mail på lamda.nju.edu.cn
Daoqiang ZhangNanjing University of Aeronautics and AstronauticsVerificeret mail på nuaa.edu.cn
Xu-Ying LiuSoutheast University, ChinaVerificeret mail på seu.edu.cn
De-Chuan ZhanNanjing University, ChinaVerificeret mail på nju.edu.cn
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerificeret mail på cs.uic.edu
Tianbao YangTexas A&M UniversityVerificeret mail på tamu.edu

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Zhi-Hua Zhou

Nanjing University

Verificeret mail på nju.edu.cn - Startside

Artificial Intelligence Machine Learning Data Mining


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	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	8123	2008
Isolation forest FT Liu, KM Ting, ZH Zhou ICDM, 413-422, 2008	7397	2008
Ensemble Methods: Foundations and Algorithms ZH Zhou Chapman & Hall/CRC Press, 2012	4791*	2012
ML-KNN: A lazy learning approach to multi-label learning ML Zhang, ZH Zhou Pattern recognition 40 (7), 2038-2048, 2007	4262	2007
A Review on Multi-Label Learning Algorithms ML Zhang, ZH Zhou IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014	3666	2014
Exploratory undersampling for class-imbalance learning XY Liu, J Wu, ZH Zhou IEEE ICDM 2006, 2006	3224	2006
Machine learning ZH Zhou Springer nature, 2021	2887	2021
Ensembling neural networks: many could be better than all ZH Zhou, J Wu, W Tang Artificial intelligence 137 (1-2), 239-263, 2002	2787	2002
Isolation-based anomaly detection FT Liu, KM Ting, ZH Zhou ACM TKDD 6 (1), 2012	2252	2012
A Brief Introduction to Weakly Supervised Learning ZH Zhou National Science Review 5 (1), 44-53, 2018	2139	2018
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	1822	2010
Deep forest ZH Zhou, J Feng National Science Review 6 (1), 74-86, 2019	1816	2019
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	1709	2006
Tri-training: Exploiting unlabeled data using three classifiers ZH Zhou, M Li IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005	1613	2005
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	1603	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	1293	2007
The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009	1156	2009
Ensemble learning ZH Zhou Encyclopedia of Biometrics, 270-273, 2015	1144*	2015
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	996	2006
Active learning by querying informative and representative examples SJ Huang, R Jin, ZH Zhou NIPS, 892-900, 2010	868	2010

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