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Machine Learning Applications in Software Engineering

Name: Machine Learning Applications in Software Engineering
Brand: World Scientific Publishing Co Pte Ltd
SKU: 05067952
Price: 214.62 EUR
Availability: InStock
Author: Du Zhang
ISBN: 9789812560940

Du Zhang

Jeffrey J. P. Tsai

Língua

Inglês

Livro Livro de capa dura

Código Libristo: 05067952

Editoras World Scientific Publishing Co Pte Ltd, fevereiro 2005

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

Código Libristo: 05067952

522 b

214.62 €

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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.