Mining Complex Data: 165 (Studies in Computational Intelligence) - Tapa blanda

 
9783642099809: Mining Complex Data: 165 (Studies in Computational Intelligence)
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ISBN 10: 3642099807 ISBN 13: 9783642099809
Editorial: Springer, 2010

Sinopsis

The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this process by key entries. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g. structuring and organizing) to the visualization and interpretation (e.g. sorting or filtering) of the results, via the data mining methods themselves (e.g. classification, clustering, frequent patterns extraction, etc.). The papers presented here are selected from the workshop papers held yearly since 2006.

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De la contraportada

The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this process by key entries. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g. structuring and organizing) to the visualization and interpretation (e.g. sorting or filtering) of the results, via the data mining methods themselves (e.g. classification, clustering, frequent patterns extraction, etc.). The papers presented here are selected from the workshop papers held yearly since 2006.

The book is composed of four parts and a total of sixteen chapters. Part I gives a general view of complex data mining by illustrating some situations and the related complexity. It contains five chapters. Chapter 1 illustrates the problem of analyzing the scientific literature. The chapter gives some background to the various techniques in this area, explains the necessary pre-processing steps involved, and presents two case studies, one from image mining and one from table identification.

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Editorial
Springer
Año de publicación
2010
Idioma
Inglés
ISBN 10 
3642099807
ISBN 13 
9783642099809
Encuadernación
Tapa blanda
Número de páginas
316
Editor
Zighed Djamel A., Tsumoto Shusaku, Ras Zbigniew W., Hacid Hakim
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Alemania

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9783540880660: Mining Complex Data: 165 (Studies in Computational Intelligence)

Edición Destacada

ISBN 10:  3540880666 ISBN 13:  9783540880660
Editorial: Springer, 2008
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