Machine learning applications in software engineering /

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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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Bibliographic Details
Call Number:Libro Electrónico
Other Authors: Zhang, Du, Tsai, Jeffrey J. P.
Format: Electronic eBook
Language:Inglés
Published: Hackensack, N.J. : World Scientific, ©2005.
Series:Series on software engineering and knowledge engineering ; v. 16.
Subjects:
Software engineering.
Computer software > Quality control.
Computer software > Evaluation.
Machine learning.
Génie logiciel.
Logiciels > Qualité > Contrôle.
Logiciels > Évaluation.
Apprentissage automatique.
COMPUTERS > Programming > Open Source.
COMPUTERS > Software Development & Engineering > Tools.
COMPUTERS > Software Development & Engineering > General.
Computer software > Evaluation
Computer software > Quality control
Machine learning
Software engineering
Online Access:Texto completo
Description
Summary: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.
Physical Description:1 online resource (x, 355 pages) : illustrations
Bibliography:Includes bibliographical references (pages 345-355) and index.
ISBN:9812569278
9789812569271
9789812560940
9812560947

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