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Machine learning : an artificial intelligence approach

Machine learning : an artificial intelligence approach
Other book format
Authors:
Saul Amarel
Jaime Guillermo Carbonell
Yves Kodratoff
Ryszard Stanislaw Michalski
Tom Michael Mitchell
Gheorghe Tecuci
Publisher:
Morgan Kaufmann
Release Date:
1983
ISBN-10:
1558601198
ISBN-13:
9781558601192
List Price: 
$77.95
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About Machine learning : an artificial intelligence approach

Multistrategy learning is one of the newest and most promising research directions in the development of machine learning systems. The objectives of research in this area are to study trade-offs between different learning strategies and to develop learning systems that employ multiple types of inference or computational paradigms in a learning process. Multistrategy systems offer significant advantages over monostrategy systems. They are more flexible in the type of input they can learn from and the type of knowledge they can acquire. As a consequence, multistrategy systems have the potential to be applicable to a wide range of practical problems. This volume is the first book in this fast growing field. It contains a selection of contributions by leading researchers specializing in this area.

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