Cross project defect prediction using class distribution estimation and oversampling
Author:
Funder
JSPS
Publisher
Elsevier BV
Subject
Computer Science Applications,Information Systems,Software
Reference54 articles.
1. Evaluating defect prediction approaches: a benchmark and an extensive comparison;D’Ambros;Empir. Softw. Eng.,2012
2. Benchmarking classification models for software defect prediction: a proposed framework and novel findings;Lessmann;IEEE Trans. Softw. Eng.,2008
3. An investigation on the feasibility of cross-project defect prediction;He;Autom. Softw. Eng.,2012
4. On the relative value of cross-company and within-company data for defect prediction;Turhan;Empir. Softw. Eng.,2009
5. Cross-project defect prediction: a large scale experiment on data vs. domain vs. process;Zimmermann,2009
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3. Cross-Project Defect Prediction Using Transfer Learning with Long Short-Term Memory Networks;IET Software;2024-03-18
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