Advances in Machine Learning Applications in Software Engineering - Hardcover

Zhang, Du; Tsai, Jeffrey J. P.

Hardcover

ISBN 10: 1591409411 ISBN 13: 9781591409410

Publisher: IGI Global, 2006

Synopsis

Machine learning is the study of building computer programs that improve their performance through experience. To meet the challenge of developing and maintaining larger and complex software systems in a dynamic and changing environment, machine learning methods have been playing an increasingly important role in many software development and maintenance tasks. ""Advances in Machine Learning Applications in Software Engineering"" provides analysis, characterization, and refinement of software engineering data in terms of machine learning methods. This book depicts applications of several machine learning approaches in software systems development and deployment, and the use of machine learning methods to establish predictive models for software quality. ""Advances in Machine Learning Applications in Software Engineering"" offers readers direction for future work in this emerging research field.

Edition details

• Publisher: IGI Global
• Publication date: 2006
• Language: English
• ISBN 10: 1591409411
• ISBN 13: 9781591409410
• Binding: Hardcover
• Number of pages: 500