Zhi‐Hua Zhou

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.7K citations

Computing, Computer Science, Algorithms +13

Isolation Forest

Fei Tony Liu, Kai Ming Ting, Zhi‐Hua Zhou · 2008 · 5.6K citations

Computing, Computer Science, Data Mining +14

ML-KNN: A lazy learning approach to multi-label learning

Min-Ling Zhang, Zhi‐Hua Zhou · Pattern Recognition · 2007 · 3.5K citations

Computing, Computer Science, Machine Learning +5

Isolation-Based Anomaly Detection

Fei Tony Liu, Kai Ming Ting, Zhi‐Hua Zhou · ACM Transactions on Knowledge Discovery from Data · 2012 · 2K citations

Computing, Data Science, Data Mining +16

Ensembling neural networks: Many could be better than all

Zhi‐Hua Zhou, Jianxin Wu, Wei Tang · Artificial Intelligence · 2002 · 2K citations

Computing, Computer Science, Artificial Intelligence +11