| Isolation forest FT Liu, KM Ting, ZH Zhou ICDM, 413-422, 2008 | 9646 | 2008 |
| 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 | 8200 | 2008 |
| Ensemble Methods: Foundations and Algorithms ZH Zhou Chapman & Hall/CRC Press, 2012 | 5571* | 2012 |
| ML-KNN: A lazy learning approach to multi-label learning ML Zhang, ZH Zhou Pattern recognition 40 (7), 2038-2048, 2007 | 4520 | 2007 |
| A Review on Multi-Label Learning Algorithms ML Zhang, ZH Zhou IEEE Trans. Knowledge and Data Engineering 26 (8), 1819-1837, 2014 | 4064 | 2014 |
| Exploratory undersampling for class-imbalance learning XY Liu, J Wu, ZH Zhou IEEE ICDM 2006, 2006 | 3485 | 2006 |
| Machine learning ZH Zhou Springer nature, 2021 | 3340 | 2021 |
| Ensembling neural networks: many could be better than all ZH Zhou, J Wu, W Tang Artificial intelligence 137 (1-2), 239-263, 2002 | 2880 | 2002 |
| Isolation-based anomaly detection FT Liu, KM Ting, ZH Zhou ACM TKDD 6 (1), 2012 | 2691 | 2012 |
| A Brief Introduction to Weakly Supervised Learning ZH Zhou National Science Review 5 (1), 44-53, 2018 | 2478 | 2018 |
| Understanding bag-of-words model: a statistical framework Y Zhang, R Jin, ZH Zhou International journal of machine learning and cybernetics 1 (1), 43-52, 2010 | 2049 | 2010 |
| Deep forest ZH Zhou, J Feng National Science Review 6 (1), 74-86, 2019 | 2036 | 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 | 1793 | 2006 |
| Tri-training: Exploiting unlabeled data using three classifiers ZH Zhou, M Li IEEE Trans. Knowledge and Data Engineering 17 (11), 1529-1541, 2005 | 1658 | 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 | 1638 | 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 | 1309 | 2007 |
| Ensemble learning ZH Zhou Encyclopedia of Biometrics, 270-273, 2015 | 1238* | 2015 |
| The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009 | 1210 | 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 | 1011 | 2006 |
| Active learning by querying informative and representative examples SJ Huang, R Jin, ZH Zhou NIPS, 892-900, 2010 | 938 | 2010 |
Yang YuProfessor, Nanjing UniversityVerified email at nju.edu.cn
