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Titolo: |
Machine learning applications in software engineering / / editors, Du Zhang, Jeffrey J.P. Tsai
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Pubblicazione: | Hackensack, N.J. ; ; Hong Kong, : World Scientific, c2005 |
Edizione: | 1st ed. |
Descrizione fisica: | 1 online resource (367 p.) |
Disciplina: | 006.31 |
Soggetto topico: | Software engineering |
Computer software - Quality control | |
Computer software - Evaluation | |
Machine learning | |
Altri autori: |
ZhangDu
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Note generali: | Description based upon print version of record. |
Nota di bibliografia: | Includes bibliographical references (p. 345-355) and index. |
Nota di contenuto: | 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; References |
Sommario/riassunto: | Machine 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. |
Titolo autorizzato: | Machine learning applications in software engineering ![]() |
ISBN: | 1-281-37255-2 |
9786611372552 | |
981-256-927-8 | |
Formato: | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 9910807623003321 |
Lo trovi qui: | Univ. Federico II |
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