01644nam a2200289 a 4500 1/49516 201109s2020 enk b 00010 eng 9783030380052 52526 GR-PeUP 005.1 AUT Automated software engineering : a deep learning based approach / Suresh Chandra Satapathy, Ajay Kumar Jena, Jagannath Singh, Saurabh Bilgaiyan. Cham : Springer, 2020. 118 σ. ; 24 εκ. Learning and analytics in intelligent systems ; 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. Περιέχει βιβλιογραφικές αναφορές. Software engineering. Machine learning. Μηχανική λογισμικού. Satapathy, Suresh Chandra, 1964- Jena, Ajay Kumar. Singh, Jagannath. Bilgaiyan ,Saurabh. Learning and analytics in intelligent systems ; 8 INST UNIPILB MAIN 20201110 005.1 AUT 00183759 00183759 LOAN 0 1 /webopac/covers/03/52526_9783030380052.jpg