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: 157.83 EUR
Availability: InStock

Автор: Saman K. Halgamuge, Lipo Wang

Език:

Корици: С меки корици

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

Наличност: Външен склад

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157.83 € 308.69 лв

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

Информация за книгата

Автор

Saman K. Halgamuge, Lipo Wang

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

356

EAN

9783642065422

ISBN

3642065422

Enbook ID

01651781

Издател

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Теглоt

563

Размери

155 x 235 x 20

Пълно описание

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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