Cross-Project Defect Prediction via Landmark Selection-Based Kernelized Discriminant Subspace Alignment

IEEE Transactions on Reliability ◽

10.1109/tr.2021.3074660 ◽

2021 ◽

pp. 1-18

Author(s):

Zhiqiang Li ◽

Jingwen Niu ◽

Xiao-Yuan Jing ◽

Wangyang Yu ◽

Chao Qi

Keyword(s):

Defect Prediction ◽

Landmark Selection ◽

Subspace Alignment ◽

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Discriminant Subspace Alignment for Cross-Project Defect Prediction

2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) ◽

10.1109/smartworld-uic-atc-scalcom-iop-sci.2019.00308 ◽

2019 ◽

Author(s):

Zhiqiang Li ◽

Chao Qi ◽

Li Zhang ◽

Jie Ren

Keyword(s):

Defect Prediction ◽

Subspace Alignment ◽

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Heterogeneous Cross Project Defect Prediction in Software

SSRN Electronic Journal ◽

10.2139/ssrn.3580671 ◽

2020 ◽

Author(s):

Sonali Srivastava ◽

Shikha Rani ◽

Shailly Singh ◽

Saurabh Singh ◽

Rohit Vashisht

Keyword(s):

Defect Prediction ◽

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Joint feature representation learning and progressive distribution matching for cross-project defect prediction

Information and Software Technology ◽

10.1016/j.infsof.2021.106588 ◽

2021 ◽

Vol 137 ◽

pp. 106588

Author(s):

Quanyi Zou ◽

Lu Lu ◽

Zhanyu Yang ◽

Xiaowei Gu ◽

Shaojian Qiu

Keyword(s):

Representation Learning ◽

Feature Representation ◽

Defect Prediction ◽

Distribution Matching ◽

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Cross project defect prediction: a comprehensive survey with its SWOT analysis

Innovations in Systems and Software Engineering ◽

10.1007/s11334-020-00380-5 ◽

2021 ◽

Author(s):

Yogita Khatri ◽

Sandeep Kumar Singh

Keyword(s):

Swot Analysis ◽

Defect Prediction ◽

Comprehensive Survey ◽

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An investigation of cross-project learning in online just-in-time software defect prediction

Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering ◽

10.1145/3377811.3380403 ◽

2020 ◽

Author(s):

Sadia Tabassum ◽

Leandro L. Minku ◽

Danyi Feng ◽

George G. Cabral ◽

Liyan Song

Keyword(s):

Defect Prediction ◽

Just In Time ◽

Software Defect Prediction ◽

Project Learning ◽

Software Defect ◽

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An Improved SDA Based Defect Prediction Framework for Both Within-Project and Cross-Project Class-Imbalance Problems

IEEE Transactions on Software Engineering ◽

10.1109/tse.2016.2597849 ◽

2017 ◽

Vol 43 (4) ◽

pp. 321-339 ◽

Author(s):

Xiao-Yuan Jing ◽

Fei Wu ◽

Xiwei Dong ◽

Baowen Xu

Keyword(s):

Class Imbalance ◽

Defect Prediction ◽

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Cross-project smell-based defect prediction

Soft Computing ◽

10.1007/s00500-021-06254-7 ◽

2021 ◽

Author(s):

Bruno Sotto-Mayor ◽

Meir Kalech

Keyword(s):

Defect Prediction ◽

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HDA: Cross-Project Defect Prediction via Heterogeneous Domain Adaptation With Dictionary Learning

IEEE Access ◽

10.1109/access.2018.2873755 ◽

2018 ◽

Vol 6 ◽

pp. 57597-57613 ◽

Author(s):

Zhou Xu ◽

Peipei Yuan ◽

Tao Zhang ◽

Yutian Tang ◽

Shuai Li ◽

...

Keyword(s):

Dictionary Learning ◽

Domain Adaptation ◽

Defect Prediction ◽

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Defect prediction model of static code features for cross-company and cross-project software

International Journal of Information Technology ◽

10.1007/s41870-018-0262-5 ◽

2018 ◽

Author(s):

Satwinder Singh ◽

Rozy Singla

Keyword(s):

Prediction Model ◽

Defect Prediction ◽

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An empirical study of just-in-time defect prediction using cross-project models

Proceedings of the 11th Working Conference on Mining Software Repositories - MSR 2014 ◽

10.1145/2597073.2597075 ◽

2014 ◽

Author(s):

Takafumi Fukushima ◽

Yasutaka Kamei ◽

Shane McIntosh ◽

Kazuhiro Yamashita ◽

Naoyasu Ubayashi

Keyword(s):

Empirical Study ◽

Defect Prediction ◽

Just In Time ◽

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