Machine Learning Applications In Software Engineering
Book Details
Format
Hardback or Cased Book
ISBN-10
9812560947
ISBN-13
9789812560940
Publisher
World Scientific Publishing Co Pte Ltd
Imprint
World Scientific Publishing Co Pte Ltd
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Feb 22nd, 2005
Print length
368 Pages
Weight
1,114 grams
Dimensions
28.40 x 21.60 x 2.50 cms
Product Classification:
Software EngineeringMachine learning
Ksh 29,350.00
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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.
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