ENGLISH

Advances in Machine Learning Applications in Software Engineering

By Du Zhang , Du Zhang; Jeffrey J. P. Tsai

Book information

Publisher
Idea Group Pub
Year
2007
ISBN
9781591409410, 1-59140-941-1, 159140942X, 9781591409427, 1591409438, 9781591409434
Open Library ID
OL8855093M
Language
english
Format
PDF
Filesize
12 MB (12925486 bytes)
Edition
illustrated edition
Pages
499\499
Topic
Education
Library
mexmat
Time added
2009-07-20 03:45:11

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 also offers readers direction for future work in this emerging research field

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