Classification and Clustering for Knowledge Discovery

Name: Classification and Clustering for Knowledge Discovery
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540260738
Price: 162.85 EUR
Availability: InStock

Autor: Saman K. Halgamuge, Lipo Wang

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnosť: Skladom u dodávateľa v malom množstve

Odosielame za 13-18 dní

162.85 €

Knowledge Discovery today is a significant study and research area. In finding answers to many resea...

Informácie o knihe

Autor

Saman K. Halgamuge, Lipo Wang

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2005

Stránok

356

EAN

9783540260738

ISBN

3540260730

Enbook ID

01560693

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

1550

Rozmery

156 x 234 x 25

Kompletný popis

Knowledge Discovery today is a significant study and research area. In finding answers to many research questions in this area, the ultimate hope is that knowledge can be extracted from various forms of data around us. This book covers recent advances in unsupervised and supervised data analysis methods in Computational Intelligence for knowledge discovery. In its first part the book provides a collection of recent research on distributed clustering, self organizing maps and their recent extensions. If labeled data or data with known associations are available, we may be able to use supervised data analysis methods, such as classifying neural networks, fuzzy rule-based classifiers, and decision trees. Therefore this book presents a collection of important methods of supervised data analysis. "Classification and Clustering for Knowledge Discovery" also includes variety of applications of knowledge discovery in health, safety, commerce, mechatronics, sensor networks, and telecommunications.

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Classification and Clustering for Knowledge Discovery

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