Machine Learning Applications in Software Engineering

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ISBN 10: 9812560947 / ISBN 13: 9789812560940

Editore: WORLD SCIENTIFIC PUB CO INC, 2005

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Zustand: Sehr gut - Gepflegter, sauberer Zustand. Innen: Seiten eingerissen. Aus der Auflösung einer renommierten Bibliothek. Kann Stempel beinhalten. | Seiten: 368 | Sprache: Englisch | Produktart: Bücher. Codice articolo 8740113/202

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Titolo: Machine Learning Applications in Software ...

Casa editrice: WORLD SCIENTIFIC PUB CO INC

Data di pubblicazione: 2005

Legatura: Rilegato

Condizione: Sehr gut

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Riassunto:

Machine learning deals with the issue of how to build computer programs that improve their performance at some tasks through experience. Machine learning algorithms have proven to be of great practical value in a variety of application domains. Not surprisingly, the field of software engineering turns out to be a fertile ground where many software development and maintenance tasks could be formulated as learning problems and approached in terms of learning algorithms. This book deals with the subject of machine learning applications in software engineering. It provides an overview of machine learning, summarizes the state-of-the-practice in this niche area, gives a classification of the existing work, and offers some application guidelines. Also included in the book is a collection of previously published papers in this research area.