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|a 1086552354
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|a QA76.758.M32 2005eb
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|a 006.31
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|a UAMI
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1 |
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|a Zhang, Du.
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|a Machine Learning Applications In Software Engineering.
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|a Singapore :
|b World Scientific,
|c 2005.
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300 |
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|a 1 online resource (367 pages)
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336 |
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
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|2 rdacarrier
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|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.
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|a Print version record.
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|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.
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504 |
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|a Includes bibliographical references.
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590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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650 |
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0 |
|a Computer software
|x Evaluation.
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650 |
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0 |
|a Machine learning.
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650 |
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|a Computer software
|x Quality control.
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650 |
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|a Software engineering.
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650 |
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6 |
|a Logiciels
|x Évaluation.
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650 |
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6 |
|a Apprentissage automatique.
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650 |
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6 |
|a Logiciels
|x Qualité
|x Contrôle.
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650 |
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6 |
|a Génie logiciel.
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650 |
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7 |
|a Computer software
|x Evaluation
|2 fast
|
650 |
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7 |
|a Computer software
|x Quality control
|2 fast
|
650 |
|
7 |
|a Machine learning
|2 fast
|
650 |
|
7 |
|a Software engineering
|2 fast
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700 |
1 |
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|a Tsai, Jeffrey J. P.
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776 |
1 |
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|z 9789812560940
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856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=259264
|z Texto completo
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938 |
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|a EBL - Ebook Library
|b EBLB
|n EBL259264
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994 |
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|a 92
|b IZTAP
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