Classification and Clustering for Knowledge Discovery

Name: Classification and Clustering for Knowledge Discovery
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642065422
Price: 826.09 RON
Availability: InStock

Autor: Saman K. Halgamuge, Lipo Wang

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Legare: Carte broșată

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

Disponibilitate: În depozitul extern

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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 - Carte broșată

Publicat

2010

Pagini

356

EAN

9783642065422

ISBN

3642065422

Enbook ID

01651781

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

563

Dimensiuni

155 x 235 x 20

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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