Automated software engineering : a deep learning based approach - Satapathy, Suresh Chandra, 1964-; Jena, Ajay Kumar; Singh, Jagannath; Bilgaiyan ,Saurabh (Cham : Springer, 2020)
Contents: Chapter 1: Selection of Significant Metrics for Improving the Performance of Change-Proneness Modules -- Chapter 2: Effort Estimation of Web based Applications using ERD, use Case Point Method and Machine Learning -- Chapter 3: Usage of Machine Learning in Software Testing -- Chapter 4: Test Scenarios Generation using Combined Object-Oriented Models -- Chapter 5: A Novel Approach of Software Fault Prediction using Deep Learning Technique -- Chapter 6: Feature-Based Semi-Supervised Learning to Detect Malware from Android.
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Keywords: Software engineering; Machine learning; Μηχανική λογισμικού.