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: 893.42 RON
Availability: InStock

Autor: Saman K. Halgamuge, Lipo Wang

Limbă:

Legare: Copertă tare

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

Disponibilitate: În depozitul extern în cantități mici

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

Informații despre carte

Autor

Saman K. Halgamuge, Lipo Wang

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2005

Pagini

356

EAN

9783540260738

ISBN

3540260730

Enbook ID

01560693

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

1550

Dimensiuni

156 x 234 x 25

Descriere completă

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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