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Classification and Clustering for Knowledge Discovery

Name: Classification and Clustering for Knowledge Discovery
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01651781
Price: 154.36 EUR
Availability: InStock
Author: Saman K. Halgamuge
ISBN: 9783642065422

Saman K. Halgamuge

Lipo Wang

Language

English

Book Paperback

Libristo code: 01651781

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, October 2010

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

Libristo code: 01651781

373 b

154.36 €

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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.