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
Ming LiNanjing UniversityVerifierad e-postadress på lamda.nju.edu.cn
Yu-Feng LiNanjing UniversityVerifierad e-postadress på nju.edu.cn
Jianxin Wu (吴建鑫)Professor, Nanjing UniversityVerifierad e-postadress på nju.edu.cn
Rong JinAlibaba GroupVerifierad e-postadress på cse.msu.edu
Kai Ming TingNanjing UniversityVerifierad e-postadress på nju.edu.cn
Chao QianNanjing UniversityVerifierad e-postadress på nju.edu.cn
Xin GengSchool of Computer Science and Engineering, Southeast UniversityVerifierad e-postadress på seu.edu.cn
Xindong WuHefei University of Technology; Mininglamp TechnologyVerifierad e-postadress på hfut.edu.cn
Daoqiang ZhangNanjing University of Aeronautics and AstronauticsVerifierad e-postadress på nuaa.edu.cn
Sheng-Jun HuangNanjing University of Aeronautics & AstronauticsVerifierad e-postadress på lamda.nju.edu.cn
Xu-Ying LiuSoutheast University, ChinaVerifierad e-postadress på seu.edu.cn
Qiang Yang (杨强）Chief AI Officer@WeBank, Chair Prof.@HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerifierad e-postadress på cse.ust.hk
De-Chuan ZhanNanjing University, ChinaVerifierad e-postadress på nju.edu.cn
Vipin KumarUniversity of MinnesotaVerifierad e-postadress på umn.edu
Hiroshi MotodaOsaka UniversityVerifierad e-postadress på ar.sanken.osaka-u.ac.jp
Xiaoyang Tan (谭晓阳)Nanjing University of Aeronautics and AstronauticsVerifierad e-postadress på nuaa.edu.cn
Tianbao YangUniversity of IowaVerifierad e-postadress på uiowa.edu

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	5891	2008
ML-KNN: A lazy learning approach to multi-label learning ML Zhang, ZH Zhou Pattern recognition 40 (7), 2038-2048, 2007	2870	2007
Ensemble Methods: Foundations and Algorithms ZH Zhou Chapman & Hall/CRC Press, 2012	2579*	2012
Isolation forest FT Liu, KM Ting, ZH Zhou ICDM, 413-422, 2008	2429	2008
Ensembling neural networks: many could be better than all ZH Zhou, J Wu, W Tang Artificial intelligence 137 (1-2), 239-263, 2002	2305	2002
A Review on Multi-Label Learning Algorithms ML Zhang, ZH Zhou IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014	2231	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	1999	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	1247	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	1235	2006
Tri-training: Exploiting unlabeled data using three classifiers ZH Zhou, M Li IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005	1178	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	1117	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	938	2006
The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009	915	2009
Isolation-based anomaly detection FT Liu, KM Ting, ZH Zhou ACM TKDD 6 (1), 2012	903	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	793	2010
Deep forest ZH Zhou, J Feng National Science Review 6 (1), 74-86, 2019	748	2019
A Brief Introduction to Weakly Supervised Learning ZH Zhou National Science Review 5 (1), 44-53, 2018	703	2018
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition D Zhang, ZH Zhou Neurocomputing 69 (1-3), 224-231, 2005	695	2005
Multi-instance multi-label learning with application to scene classification ZL Zhang, ML Zhang Advances in Neural Information Processing Systems 19, 1609-1616, 2007	594*	2007
A k-nearest neighbor based algorithm for multi-label classification ML Zhang, ZH Zhou IEEE International Conference on Granular Computing, 718-721, 2005	562	2005

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