Zhou, Zhi-Hua

Isolation Forest

Liu, F. T., Ting, K. M., & Zhou, Z.-H. (2008) · 2008 Eighth IEEE International Conference on Data Mining

Anomaly Detection Techniques and ApplicationsMachine Learning and Data Classification

Cited by 6,601

Top 10 algorithms in data mining

Wu, X., Kumar, V., Ross Quinlan, J., Ghosh, J., Yang, Q., Motoda, H., McLachlan, G. J., Ng, A., Liu, B., Yu, P. S., et al. (2008) · Knowledge and Information Systems

Data Mining Algorithms and ApplicationsData Mining and Machine Learning Applications

Cited by 5,667

Ensemble Methods: Foundations and Algorithms

Zhou, Z.-H. (2012) · Chapman & Hall/CRC eBooks

Machine Learning and AlgorithmsMachine Learning and Data Classification

Cited by 2,534

Ensembling neural networks: Many could be better than all

Zhou, Z.-H., Wu, J., & Tang, W. (2002) · Artificial Intelligence

Neural Networks and ApplicationsMachine Learning and Data Classification

Cited by 1,964

A brief introduction to weakly supervised learning

Zhou, Z.-H. (2018) · National Science Review

Machine Learning and AlgorithmsMachine Learning and Data Classification

Cited by 1,899