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: 3937 CZK
Availability: InStock

Autor: Saman K. Halgamuge, Lipo Wang

Jazyk:

Vazba: Pevná

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

Dostupnost: Skladem u dodavatele v malém množství

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3 937 Kč

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

Informace o knize

Autor

Saman K. Halgamuge, Lipo Wang

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2005

Stránek

356

EAN

9783540260738

ISBN

3540260730

Enbook ID

01560693

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

1550

Rozměry

156 x 234 x 25

Kompletní 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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