03134nam 2200673Ia 450 991080762300332120240410103153.01-281-37255-29786611372552981-256-927-8(CKB)1000000000247243(EBL)259264(OCoLC)475976022(SSID)ssj0000195097(PQKBManifestationID)11168266(PQKBTitleCode)TC0000195097(PQKBWorkID)10242220(PQKB)10252736(MiAaPQ)EBC259264(WSP)00000722 (Au-PeEL)EBL259264(CaPaEBR)ebr10126027(CaONFJC)MIL137255(EXLCZ)99100000000024724320050510d2005 uy 0engur|n|---|||||txtccrMachine learning applications in software engineering[electronic resource] /editors, Du Zhang, Jeffrey J.P. Tsai1st ed.Hackensack, N.J. ;Hong Kong World Scientificc20051 online resource (367 p.)Series on software engineering and knowledge engineering ;v. 16Description based upon print version of record.981-256-094-7 Includes bibliographical references (p. 345-355) and index.ACKNOWLEDGMENT; TABLE OF CONTENTS; Chapter 1 Introduction to Machine Learning and Software Engineering; Chapter 2 ML Applications in Prediction and Estimation; Chapter 3 ML Applications in Property and Model Discovery; Chapter 4 ML Applications in Transformation; Chapter 5 ML Applications in Generation and Synthesis; Chapter 6 ML Applications in Reuse; Chapter 7 ML Applications in Requirement Acquisition; Chapter 8 ML Applications in Management of Development Knowledge; Chapter 9 Guidelines and Conclusion; ReferencesMachine learning deals with the issue of how to build computerprograms that improve their performance at some tasks throughexperience. Machine learning algorithms have proven to be of greatpractical value in a variety of application domains. Not surprisingly,the field of software engineering turns out to be a fertile groundwhere many software development and maintenance tasks could beformulated as learning problems and approached in terms of learningalgorithms.Series on software engineering and knowledge engineering ;v. 16.Software engineeringComputer softwareQuality controlComputer softwareEvaluationMachine learningSoftware engineering.Computer softwareQuality control.Computer softwareEvaluation.Machine learning.006.31Zhang Du654092Tsai Jeffrey J.-P1602137MiAaPQMiAaPQMiAaPQBOOK9910807623003321Machine learning applications in software engineering3975204UNINA