Machine Learning: A Multistrategy Approach: A Multistrategy Approach, Volume IV: 4 - Rilegato

Michalski, Ryszard S.

Rilegato

ISBN 10: 1558602518 ISBN 13: 9781558602519

Casa editrice: Morgan Kaufmann Pub, 1994

Riassunto

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.

Su questo libro

Dalla quarta di copertina

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.

See below for earlier volumes in the series.

Dettagli dell'edizione

• Editore: Morgan Kaufmann Pub
• Data di pubblicazione: 1994
• Lingua: Inglese
• ISBN 10: 1558602518
• ISBN 13: 9781558602519
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 782
• Redattore: Tecuci Gheorghe
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile