Yuming Zhou

A novel ensemble method for classifying imbalanced data

Zhongbin Sun, Qinbao Song, Xiaoyan Zhu et al. · Pattern Recognition · 2014 · 417 citations

Computing, Computer Science, Data Science +12

Empirical Analysis of Object-Oriented Design Metrics for Predicting High and Low Severity Faults

Yuming Zhou, Hareton Leung · IEEE Transactions on Software Engineering · 2006 · 349 citations

Computing, Computer Science, Fault-tolerant Systems +16

Effort-aware just-in-time defect prediction: simple unsupervised models could be better than supervised models

Yibiao Yang, Yuming Zhou, Jinping Liu et al. · 2016 · 233 citations

Computing, Computer Engineering, Computer Science +14

Predicting object-oriented software maintainability using multivariate adaptive regression splines

Yuming Zhou, Hareton Leung · Journal of Systems and Software · 2006 · 223 citations

Computing, Computer Science, Software Engineering +11

How Far We Have Progressed in the Journey? An Examination of Cross-Project Defect Prediction

Yuming Zhou, Yibiao Yang, Hongmin Lu et al. · ACM Transactions on Software Engineering and Methodology · 2018 · 194 citations

Computing, Computer Engineering, Computer Science +9