PATTERN CLASSIFICATION USING ENSE..(V75) (Series in Machine Perception and Artificial Intelligence, Band 75) - Hardcover

Rokach Lior

Hardcover

ISBN 10: 9814271063 ISBN 13: 9789814271066

Verlag: World Scientific, 2009

Inhaltsangabe

Researchers from various disciplines such as pattern recognition, statistics, and machine learning have explored the use of ensemble methodology since the late seventies. Thus, they are faced with a wide variety of methods, given the growing interest in the field. This book aims to impose a degree of order upon this diversity by presenting a coherent and unified repository of ensemble methods, theories, trends, challenges and applications.The book describes in detail the classical methods, as well as the extensions and novel approaches developed recently. Along with algorithmic descriptions of each method, it also explains the circumstances in which this method is applicable and the consequences and the trade-offs incurred by using the method.

Über diesen Titel

Von der hinteren Coverseite

Researchers from various disciplines such as pattern recognition, statistics, and machine learning have explored the use of ensemble methodology since the late seventies. Thus, they are faced with a wide variety of methods, given the growing interest in the field. This book aims to impose a degree of order upon this diversity by presenting a coherent and unified repository of ensemble methods, theories, trends, challenges and applications.

The book describes in detail the classical methods, as well as the extensions and novel approaches developed recently. Along with algorithmic descriptions of each method, it also explains the circumstances in which this method is applicable and the consequences and the trade-offs incurred by using the method.

Details zur Ausgabe

• Verlag: World Scientific
• Erscheinungsdatum: 2009
• Sprache: Englisch
• ISBN 10: 9814271063
• ISBN 13: 9789814271066
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 242
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland