An Explainable Ensemble Learning Framework for Imbalanced Software Defect Prediction with Enhanced Feature Selection

BOOK-CHAPTER

Year: 2026 Communications in computer and information science Pages: 123-140 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-032-12232-2_9

Keywords:

Feature selection Ensemble learning Feature (linguistics) Software Selection (genetic algorithm)

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Imbalanced Data Classification Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Software Engineering Research

Physical Sciences → Computer Science → Information Systems

Advanced Malware Detection Techniques

Physical Sciences → Computer Science → Signal Processing