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portada Machine Learning Applications in Software Engineering
Type
Physical Book
Publisher
Author
Year
2005
Language
English
Pages
368
Format
Hardcover
ISBN
9812560947
ISBN13
9789812560940
Categories

Machine Learning Applications in Software Engineering

Zhang, Du ; Tsai, Jeffrey J. P. (Author) · World Scientific Publishing Company · Hardcover

Machine Learning Applications in Software Engineering - Zhang, Du ; Tsai, Jeffrey J. P.

New Book Imported to Canada
Delivery: 26 Aug - 10 Sep Shipping: 13 to 18 business days.
C$ 436.22
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Synopsis "Machine Learning Applications in Software Engineering"

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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