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The Resource Advances in machine learning applications in software engineering, Du Zhang, Jeffrey J.P. Tsai [editors]

Advances in machine learning applications in software engineering, Du Zhang, Jeffrey J.P. Tsai [editors]

Label
Advances in machine learning applications in software engineering
Title
Advances in machine learning applications in software engineering
Statement of responsibility
Du Zhang, Jeffrey J.P. Tsai [editors]
Contributor
Subject
Language
eng
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
Member of
Dewey number
005.1
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Zhang, Du
  • Tsai, Jeffrey J.-P
http://library.link/vocab/subjectName
  • Software engineering
  • Self-adaptive software
  • Application software
  • Machine learning
Label
Advances in machine learning applications in software engineering, Du Zhang, Jeffrey J.P. Tsai [editors]
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Title Page; Table of Contents; Preface; Acknowledgments; Section I: Data Analysis and Refinement; Chapter I: A Two-Stage Zone Regression Method for Global Characterization of a Project Database; Chapter II: Intelligent Analysis of Software Maintenance Data; Chapter III: Improving Credibility of Machine Learner Models in Software Engineering; Section II: Applications of Software Development; Chapter IV: ILP Applications of Software Engineering; Chapter V: MMIR: An Advanced Content-Based Image Retrieval System Using a Hierarchical Learning Framework
Control code
ocm85831928
Dimensions
unknown
Extent
1 online resource (xv, 480 pages)
File format
unknown
Form of item
online
Governing access note
Subscription required for access
Isbn
9781591409410
Level of compression
unknown
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)85831928
Label
Advances in machine learning applications in software engineering, Du Zhang, Jeffrey J.P. Tsai [editors]
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Title Page; Table of Contents; Preface; Acknowledgments; Section I: Data Analysis and Refinement; Chapter I: A Two-Stage Zone Regression Method for Global Characterization of a Project Database; Chapter II: Intelligent Analysis of Software Maintenance Data; Chapter III: Improving Credibility of Machine Learner Models in Software Engineering; Section II: Applications of Software Development; Chapter IV: ILP Applications of Software Engineering; Chapter V: MMIR: An Advanced Content-Based Image Retrieval System Using a Hierarchical Learning Framework
Control code
ocm85831928
Dimensions
unknown
Extent
1 online resource (xv, 480 pages)
File format
unknown
Form of item
online
Governing access note
Subscription required for access
Isbn
9781591409410
Level of compression
unknown
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)85831928

Library Locations

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