Swarm Intelligence in Data Mining (Studies in Computational Intelligence, 34, Band 34) - Hardcover

 
9783540349556: Swarm Intelligence in Data Mining (Studies in Computational Intelligence, 34, Band 34)
Hardcover
ISBN 10: 3540349553 ISBN 13: 9783540349556
Verlag: Springer, 2006

Inhaltsangabe

Swarm Intelligence is an innovative distributed intelligent paradigm for solving optimization problems that originally took its inspiration from the biological examples by swarming, flocking and herding phenomena in vertebrates. Data Mining is an analytic process designed to explore large amounts of data in search of consistent patterns and/or systematic relationships between variables, and then to validate the findings by applying the detected patterns to new subsets of data.

This book deals with the application of swarm intelligence in data mining. Addressing the various issues of swarm intelligence and data mining using different intelligent approaches is the novelty of this edited volume. This volume comprises of 11 chapters including an introductory chapter giving the fundamental definitions and some important research challenges.

Important features include the detailed overview of the various swarm intelligence and data mining paradigms, excellent coverage of timely, advanced data mining topics, state-of-the-art theoretical research and application developments and chapters authored by pioneers in the field. Academics, scientists as well as engineers engaged in research, development and application of optimization techniques and data mining will find the comprehensive coverage of this book invaluable.

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Von der hinteren Coverseite

Swarm Intelligence is an innovative distributed intelligent paradigm for solving optimization problems that originally took its inspiration from the biological examples by swarming, flocking and herding phenomena in vertebrates. Data Mining is an analytic process designed to explore large amounts of data in search of consistent patterns and/or systematic relationships between variables, and then to validate the findings by applying the detected patterns to new subsets of data.

This book deals with the application of swarm intelligence in data mining. Addressing the various issues of swarm intelligence and data mining using different intelligent approaches is the novelty of this edited volume. This volume comprises of 11 chapters including an introductory chapter giving the fundamental definitions and some important research challenges.

Important features include the detailed overview of the various swarm intelligence and data mining paradigms, excellent coverage of timely, advanced data mining topics, state-of-the-art theoretical research and application developments and chapters authored by pioneers in the field. Academics, scientists as well as engineers engaged in research, development and application of optimization techniques and data mining will find the comprehensive coverage of this book invaluable.

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Verlag
Springer
Erscheinungsdatum
2006
Sprache
Englisch
ISBN 10 
3540349553
ISBN 13 
9783540349556
Einband
Gebundene Ausgabe
Anzahl der Seiten
286
Herausgeber
Abraham Ajith, Grosan Crina, Ramos Vitorino
Kontakt zum Hersteller
Springer Nature Customer Service Center GmbH
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Heidelberg
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Deutschland

Weitere beliebte Ausgaben desselben Titels

9783642071171: Swarm Intelligence in Data Mining (Studies in Computational Intelligence, Band 34)

Vorgestellte Ausgabe

ISBN 10:  3642071171 ISBN 13:  9783642071171
Verlag: Springer, 2010
Softcover