
Advances in Machine Learning Applications in Software Engineering
IGI Publishing
Published on 31. October 2006
Book
Hardback
500 pages
978-1-59140-941-0 (ISBN)
Description
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.
More details
Language
English
Place of publication
Hershey
United States
Publishing group
IGI Global
Target group
College/higher education
Professional and scholarly
Illustrations
Illustrations
Dimensions
Height: 260 mm
Width: 183 mm
Thickness: 31 mm
Weight
1126 gr
ISBN-13
978-1-59140-941-0 (9781591409410)
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Schweitzer Classification