Application of machine learning in software engineering: an overview

• Published in: PROBLEMS IN PROGRAMMING
• Date: 2019
• Issue: 4
• Pages: 92-110
• ISSN: 1727-4907
• Author Affiliations: O.H. Moroz — International Scientific and Educational Center for Information Technologies and Systems of the National Academy of Sciences of Ukraine and the Ministry of Education and Science of Ukraine; H.B. Moroz — Institute of Software Systems NAS of Ukraine
• Main Authors: Moroz, O.H., Moroz, H.B.
• Format: Article
• Language: Russian
• Published: PROBLEMS IN PROGRAMMING 2019
• Subjects: software engineering; software; machine learning; neural networks; support vector machine; decision trees; UDC 004.4(075.8)
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/381
• Journal Title: Problems in programming

Today, software is one of the main technologies contributing to the development of society. Therefore, its quality is a major requirement for both the global software industry and software engineering, which deals with all aspects of improving the quality and reliability of software products at all...