Evaluation of Sampling-Based Ensembles of Classifiers on Imbalanced Data for Software Defect Prediction Problems

Author:

Khuat Thanh TungORCID,Le My Hanh

Funder

Ministry of Education and Training

Publisher

Springer Science and Business Media LLC

Reference64 articles.

1. Khuat TT, Le MH. A novel hybrid ABC-PSO algorithm for effort estimation of software projects using agile methodologies. J Intell Syst. 2018;27:489–506.

2. Khuat TT, Le MH. An effort estimation approach for agile software development using fireworks algorithm optimized neural network. Int J Comput Sci Inf Secur. 2016;14:122–30.

3. Khuat TT, Le MH. Optimizing parameters of software effort estimation models using directed artificial bee colony algorithm. Informatica. 2017;40:427–36.

4. Laradji IH, Alshayeb M, Ghouti L. Software defect prediction using ensemble learning on selected features. Inf Softw Technol. 2015;58:388–402.

5. Yuan X, Khoshgoftaar TM, Allen EB, Ganesan K. An application of fuzzy clustering to software quality prediction. In: Proceedings of 3rd IEEE symposium on application-specific systems and software engineering technology; 2000; p. 85–90.

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