Machine Learning Applications In Software Engineering
Regular price
€202.12
Algorithms
Artificial Intelligence
Category=UMZ
Category=UYQM
Computer Programs
eq_bestseller
eq_computing
eq_isMigrated=1
eq_nobargain
eq_non-fiction
Machine Learning
Software Engineering
Product details
- ISBN 9789812560940
- Publication Date: 22 Feb 2005
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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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.
