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Classification and Clustering for Knowledge Discovery (Studies in Computational Intelligence) [Hardcover]

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Item description for Classification and Clustering for Knowledge Discovery (Studies in Computational Intelligence) by Saman K. Halgamuge...

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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Item Specifications...


Pages   356
Est. Packaging Dimensions:   Length: 9.45" Width: 6.38" Height: 0.94"
Weight:   1.46 lbs.
Binding  Hardcover
Release Date   Oct 6, 2005
Publisher   Springer
ISBN  3540260730  
ISBN13  9783540260738  


Availability  78 units.
Availability accurate as of Mar 23, 2017 04:32.
Usually ships within one to two business days from La Vergne, TN.
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