Ning Li

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 7

Top Topics

Software Defect Prediction

Class Imbalance

Unsupervised Learning

Feature Ranking

Top Venues

Inf. Softw. Technol.

ICSE (Companion Volume)

J. Syst. Softw.

Publications

Yuchen Guo, Martin J. Shepperd, Ning Li
Improving classifier-based effort-aware software defect prediction by reducing ranking errors. CoRR (2024)
Yuli Tian, Jeff Tian, Ning Li
Cloud reliability and efficiency improvement via failure risk based proactive actions. J. Syst. Softw. 163 (2020)
Ning Li, Martin J. Shepperd, Yuchen Guo
A systematic review of unsupervised learning techniques for software defect prediction. Inf. Softw. Technol. 122 (2020)
Martin J. Shepperd, Yuchen Guo, Ning Li, Mahir Arzoky, Andrea Capiluppi, Steve Counsell, Giuseppe Destefanis, Stephen Swift, Allan Tucker, Leila Yousefi
The Prevalence of Errors in Machine Learning Experiments. CoRR (2019)
Ning Li, Martin J. Shepperd, Yuchen Guo
A Systematic Review of Unsupervised Learning Techniques for Software Defect Prediction. CoRR (2019)
Martin J. Shepperd, Yuchen Guo, Ning Li, Mahir Arzoky, Andrea Capiluppi, Steve Counsell, Giuseppe Destefanis, Stephen Swift, Allan Tucker, Leila Yousefi
The Prevalence of Errors in Machine Learning Experiments. IDEAL (1) (2019)
Yuchen Guo, Martin J. Shepperd, Ning Li
Bridging effort-aware prediction and strong classification: a just-in-time software defect prediction study. ICSE (Companion Volume) (2018)
Rui Wang, Yuli Tian, Donghong Zhou, Ning Li, Zhanhuai Li
面向故障定位的基于MC/DC的测试用例约简方法 (Test-suite Reduction Based on MC/DC in Software Fault Localization). 计算机科学 42 (10) (2015)
Lijun Zhang, Zhanhuai Li, Qun Chen, Xia Li, Ning Li, Ying Lou
Mining Frequent Association Tag Sequences for Clustering XML Documents. APWeb (2012)
Xia Li, Zhanhuai Li, Qun Chen, Ning Li
XIOTR : A Terse Ranking of XIO for XML Keyword Search. J. Softw. 6 (1) (2011)
Xia Li, Zhanhuai Li, PeiYing Wang, Qun Chen, Lijun Zhang, Ning Li
XIO-SLCA: Optimize SLCA for Effective Keyword Search in XML Documents. WAIM Workshops (2011)
Ning Li, Zhanhuai Li, Yanming Nie, Xiling Sun, Xia Li
Predicting software black-box defects using stacked generalization. ICDIM (2011)
Lijun Zhang, Zhanhuai Li, Qun Chen, Ning Li
Structure and Content Similarity for Clustering XML Documents. WAIM Workshops (2010)