CrossPare: A Tool for Benchmarking Cross-Project Defect Predictions

2015 30th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW) ◽

10.1109/asew.2015.8 ◽

2015 ◽

Cited By ~ 7

Author(s):

Steffen Herbold

Keyword(s):

Cross Project

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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 ◽

Cross Project

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A Clustering Approach Towards Cross-Project Technical Debt Forecasting

SN Computer Science ◽

10.1007/s42979-020-00408-4 ◽

2021 ◽

Vol 2 (1) ◽

Cited By ~ 1

Author(s):

Dimitrios Tsoukalas ◽

Maria Mathioudaki ◽

Miltiadis Siavvas ◽

Dionysios Kehagias ◽

Alexander Chatzigeorgiou

Keyword(s):

Technical Debt ◽

Clustering Approach ◽

Cross Project

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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 ◽

Cross Project

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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 ◽

Cross Project

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On the Relevance of Cross-project Learning with Nearest Neighbours for Commit Message Generation

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

10.1145/3387940.3391488 ◽

2020 ◽

Author(s):

Khashayar Etemadi ◽

Martin Monperrus

Keyword(s):

Project Learning ◽

Nearest Neighbours ◽

Cross Project

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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 ◽

Cited By ~ 1

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 ◽

Cross Project

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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 ◽

Cited By ~ 57

Author(s):

Xiao-Yuan Jing ◽

Fei Wu ◽

Xiwei Dong ◽

Baowen Xu

Keyword(s):

Class Imbalance ◽

Defect Prediction ◽

Cross Project

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The importance of process knowledge for cross project learning: evidence from a UK hospital

Proceedings of the 35th Annual Hawaii International Conference on System Sciences ◽

10.1109/hicss.2002.994052 ◽

2003 ◽

Cited By ~ 6

Author(s):

S. Newell ◽

H. Scarbrough ◽

J. Swan ◽

M. Robertson ◽

R.D. Galliers

Keyword(s):

Process Knowledge ◽

Project Learning ◽

Cross Project

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DNNAttention: A deep neural network and attention based architecture for cross project defect number prediction

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107541 ◽

2021 ◽

pp. 107541

Author(s):

Sushant Kumar Pandey ◽

Anil Kumar Tripathi

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Defect Number ◽

Cross Project

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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 ◽

Cross Project

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