Jin Liu

A comprehensive comparative study of clustering-based unsupervised defect prediction models

Xiapu Luo, Jin Liu, Xiaohong Zhang, 2021, J. Syst. Softw..

Software defect prediction based on kernel PCA and weighted extreme learning machine

Tao Zhang, Jin Liu, Xiapu Luo, 2019, Inf. Softw. Technol..

Identifying Crashing Fault Residence Based on Cross Project Model

Jin Liu, Xiapu Luo, Tao Zhang, 2019, 2019 IEEE 30th International Symposium on Software Reliability Engineering (ISSRE).

Learning from Imbalanced Data for Predicting the Number of Software Defects

Jin Liu, Xiao Yu, Zijiang Yang, 2017, 2017 IEEE 28th International Symposium on Software Reliability Engineering (ISSRE).

Finding the best learning to rank algorithms for effort-aware defect prediction

Li Li, Jin Liu, J. Keung, 2023, Inf. Softw. Technol..

LDFR: Learning deep feature representation for software defect prediction

Xiapu Luo, Zhou Xu, Jin Liu, 2019, J. Syst. Softw..

Predicting Crash Fault Residence via Simplified Deep Forest Based on A Reduced Feature Set

Zhou Xu, Li Li, Jin Liu, 2021, 2021 IEEE/ACM 29th International Conference on Program Comprehension (ICPC).

Effectiveness of Artificial Intelligence in Stock Market Prediction based on Machine Learning

Jin Liu, S. Mokhtari, K. Yen, 2021, International Journal of Computer Applications.

Is deep learning better than traditional approaches in tag recommendation for software information sites?

Xiao Liu, Jin Liu, John C. Grundy, 2019, Inf. Softw. Technol..

TSTSS: A two-stage training subset selection framework for cross version defect prediction

Tao Zhang, Jin Liu, Xiapu Luo, 2019, J. Syst. Softw..