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Machine Learning Applications In Software Engineering.

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Zhang, Du
Otros Autores: Tsai, Jeffrey J. P.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore : World Scientific, 2005.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Zhang, Du. 
245 1 0 |a Machine Learning Applications In Software Engineering. 
260 |a Singapore :  |b World Scientific,  |c 2005. 
300 |a 1 online resource (367 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
520 |a 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. 
588 0 |a Print version record. 
505 0 |a 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. 
504 |a Includes bibliographical references. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Computer software  |x Evaluation. 
650 0 |a Machine learning. 
650 0 |a Computer software  |x Quality control. 
650 0 |a Software engineering. 
650 6 |a Logiciels  |x Évaluation. 
650 6 |a Apprentissage automatique. 
650 6 |a Logiciels  |x Qualité  |x Contrôle. 
650 6 |a Génie logiciel. 
650 7 |a Computer software  |x Evaluation  |2 fast 
650 7 |a Computer software  |x Quality control  |2 fast 
650 7 |a Machine learning  |2 fast 
650 7 |a Software engineering  |2 fast 
700 1 |a Tsai, Jeffrey J. P. 
776 1 |z 9789812560940 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=259264  |z Texto completo 
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994 |a 92  |b IZTAP