Advances in machine learning applications in software engineering Du Zhang, Jeffrey J.P. Tsai [editors].
Material type:
TextPublication details: Hershey, PA : Idea Group Pub., c2007. Description: xv, 480 p. : ill. ; 26 cm. IndexISBN: 1591409411 (hardcover); 9781591409410 (hardcover); 159140942X (softcover); 9781591409427 (softcover); 1591409438 (ebook); 9781591409434 (ebook)Subject(s): Software engineering | Self-adaptive software | Application software | Machine learningDDC classification: 005.1 LOC classification: QA76.758 | .A375 2007Online resources: Table of contents only Summary: "This book provides analysis, characterization and refinement of software engineering data in terms of machine learning methods. It 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 while offering readers suggestions by proposing future work in this emerging research field"--Provided by publisher.
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Department of CS & IT Library | 005.1 ZHA (Browse shelf(Opens below)) | Available | IT-1257 | |
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Department of CS & IT Library | 005.1 ZHA (Browse shelf(Opens below)) | Available | IT-1256 |
Includes bibliographical references and index.
"This book provides analysis, characterization and refinement of software engineering data in terms of machine learning methods. It 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 while offering readers suggestions by proposing future work in this emerging research field"--Provided by publisher.
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