An Improved Software Defect Prediction Algorithm Using Self-organizing Maps Combined with Hierarchical Clustering and Data Preprocessing
Nataliya Shakhovska, Vitaliy Yakovyna, Natalia Kryvinska
Topics & Concepts
Computer scienceData miningCluster analysisMachine learningSoftwareArtificial intelligencePreprocessorData pre-processingHierarchical clusteringSoftware systemSoftware developmentSoftware bugSoftware qualitySoftware sizingSoftware constructionProgramming languageSoftware Engineering ResearchSoftware Reliability and Analysis ResearchSoftware Testing and Debugging Techniques