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Semantic feature learning for software defect prediction from source code and external knowledge

Software MaintenanceSemantic FeatureEngineeringMachine LearningSoftware EngineeringSource Code AnalysisSoftware AnalysisData ScienceData MiningSoftware AspectSoftware MiningSource CodeFeature EngineeringPredictive AnalyticsKnowledge DiscoveryFeature ModelingComputer ScienceSoftware DesignSoftware Defect PredictionProgram AnalysisSoftware Testing