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Practical Applications Of Data Mining

Language EnglishEnglish
Book Paperback
Book Practical Applications Of Data Mining Sang C. Suh
Libristo code: 04690251
Publishers Jones and Bartlett Publishers, January 2011
Practical Applications of Data Mining emphasizes both theory and applications of data mining algorit... Full description
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140.28 €
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Practical Applications of Data Mining emphasizes both theory and applications of data mining algorithms. Various topics of data mining techniques are identified and described throughout, including clustering, association rules, rough set theory, probability theory, neural networks, classification, and fuzzy logic. Each of these techniques is explored with a theoretical introduction and its effectiveness is demonstrated with various chapter examples. This book will help any database and IT professional understand how to apply data mining techniques to real-world problems. Following an introduction to data mining principles, Practical Applications of Data Mining introduces association rules to describe the generation of rules as the first step in data mining. It covers classification and clustering methods to show how data can be classified to retrieve information from data. Statistical functions and drough set theory are discussed to demonstrate how statistical and rough set formulas can be used for data analytics and knowlege discovery. Neural networks is an important branch in computational intelligence. It is introduced and explored in the text to investigate the role of neural network algorithms in data analytics.

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About the book

Full name Practical Applications Of Data Mining
Author Sang C. Suh
Language English
Binding Book - Paperback
Date of issue 2011
Number of pages 420
EAN 9780763785871
ISBN 0763785873
Libristo code 04690251
Weight 736
Dimensions 189 x 231 x 22
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