Machine Learning Applications in Software Engineering

Name: Machine Learning Applications in Software Engineering
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789812560940
Price: 4800 CZK
Availability: InStock

Autor: Du Zhang, Jeffrey J. P. Tsai

Jazyk:

Vazba: Pevná

Vydavatel: World Scientific Publishing Co Pte Ltd

Dostupnost: 50 % šance

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4 800 Kč

Machine learning deals with the issue of how to build computer programs that improve their performan...

Informace o knize

Autor

Du Zhang, Jeffrey J. P. Tsai

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2005

Stránek

368

EAN

9789812560940

Enbook ID

05067952

Vydavatel

World Scientific Publishing Co Pte Ltd

Hmotnost

1114

Rozměry

216 x 284 x 25

Kompletní popis

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.

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Machine Learning Applications in Software Engineering

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