Zhi-Hua Zhou

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Min-Ling ZhangProfessor, School of Computer Science and Engineering, Southeast University, ChinaEmail verificata su seu.edu.cn
Yang YuProfessor, Nanjing UniversityEmail verificata su nju.edu.cn
Kai Ming TingNanjing UniversityEmail verificata su nju.edu.cn
Songcan ChenNanjing University of Aeronautics & AstronauticsEmail verificata su nuaa.edu.cn
Yu-Feng LiProfessor, Nanjing UniversityEmail verificata su lamda.nju.edu.cn
Ming LiNanjing UniversityEmail verificata su lamda.nju.edu.cn
Rong JinAlibaba GroupEmail verificata su cse.msu.edu
Jianxin Wu (吴建鑫)Nanjing UniversityEmail verificata su nju.edu.cn
Chao QianNanjing UniversityEmail verificata su nju.edu.cn
Peng ZhaoNanjing UniversityEmail verificata su lamda.nju.edu.cn
Xindong Wu (吴信东)Hefei University of TechnologyEmail verificata su hfut.edu.cn
Qiang Yang (杨强）Chief AI Officer@WeBank, Prof. Emeritus @HKUST, IJCAI President 2017-19, AAAI-21 General ChairEmail verificata su cse.ust.hk
Xin GengSchool of Computer Science and Engineering, Southeast UniversityEmail verificata su seu.edu.cn
Vipin KumarUniversity of MinnesotaEmail verificata su umn.edu
Sheng-Jun HuangNanjing University of Aeronautics & AstronauticsEmail verificata su lamda.nju.edu.cn
Daoqiang ZhangNanjing University of Aeronautics and AstronauticsEmail verificata su nuaa.edu.cn
Xu-Ying LiuSoutheast University, ChinaEmail verificata su seu.edu.cn
De-Chuan ZhanNanjing University, ChinaEmail verificata su nju.edu.cn
Tianbao YangTexas A&M UniversityEmail verificata su tamu.edu
Ji FengPh.D., Executive Dean of Sinnovation Ventures Nanjing AI Institute, Founder of Baiont CapitalEmail verificata su chuangxin.com

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Zhi-Hua Zhou

Nanjing University

Email verificata su nju.edu.cn - Home page

Artificial Intelligence Machine Learning Data Mining


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
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	8020	2008
Isolation forest FT Liu, KM Ting, ZH Zhou ICDM, 413-422, 2008	6900	2008
Ensemble Methods: Foundations and Algorithms ZH Zhou Chapman & Hall/CRC Press, 2012	4594	2012
ML-KNN: A lazy learning approach to multi-label learning ML Zhang, ZH Zhou Pattern recognition 40 (7), 2038-2048, 2007	4164	2007
A Review on Multi-Label Learning Algorithms ML Zhang, ZH Zhou IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014	3573	2014
Exploratory undersampling for class-imbalance learning XY Liu, J Wu, ZH Zhou IEEE ICDM 2006, 2006	3127	2006
Ensembling neural networks: many could be better than all ZH Zhou, J Wu, W Tang Artificial intelligence 137 (1-2), 239-263, 2002	2767	2002
Machine learning ZH Zhou Springer nature, 2021	2733	2021
Isolation-based anomaly detection FT Liu, KM Ting, ZH Zhou ACM TKDD 6 (1), 2012	2154	2012
A Brief Introduction to Weakly Supervised Learning ZH Zhou National Science Review 5 (1), 44-53, 2018	2057	2018
Deep forest ZH Zhou, J Feng National Science Review 6 (1), 74-86, 2019	1739	2019
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	1729	2010
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	1678	2006
Tri-training: Exploiting unlabeled data using three classifiers ZH Zhou, M Li IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005	1598	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	1584	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	1284	2007
The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009	1141	2009
Ensemble learning ZH Zhou Encyclopedia of Biometrics, 270-273, 2015	1112*	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	992	2006
Active learning by querying informative and representative examples SJ Huang, R Jin, ZH Zhou NIPS, 892-900, 2010	847	2010

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