Yuming Zhou

A novel ensemble method for classifying imbalanced data

Zhongbin Sun, Qinbao Song, Xiaoyan Zhu et al. · Pattern Recognition · 2014 · 414 citations

Engineering, Machine Learning, Data Science +10

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

Yuming Zhou, Hareton Leung · IEEE Transactions on Software Engineering · 2006 · 346 citations

Software Maintenance, Software Reliability Testing, Engineering +26

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 · 227 citations

Artificial Intelligence, Software Maintenance, Engineering +22

Predicting object-oriented software maintainability using multivariate adaptive regression splines

Yuming Zhou, Hareton Leung · Journal of Systems and Software · 2006 · 221 citations

Software Maintenance, Data Modeling, Object-oriented Software Maintainability +12

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 · 189 citations

Software Maintenance, Engineering, Project Management +23