[share_ebook] Advances in Machine Learning Applications in Software Engineering.Idea Group.2007

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Advances in Machine Learning Applications in Software Engineering Author: Du Zhang Jeffrey J.P. Tsai Publisher: Idea Group 2007 Pages: 495 ISBN: ISBN 1-59140-941-1 (hardcover) -- ISBN 1-59140-942-X (softcover) -- ISBN 1-59140-943-8 (ebook) Preface: Machine learning is the study of how to build computer programs that improve their performance at some task through experience. The hallmark of machine learning is that it results in an improved ability to make better decisions. 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.

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