ENGLISH

Foundations of Data Mining and knowledge Discovery

By Professor Tsau Young Lin , Professor Setsuo Ohsuga , Dr. Churn-Jung Liau , Setsuo Ohsuga (auth.) , Professor Xiaohua Hu , Professor Shusaku Tsumoto (eds.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2005
ISBN
3540262571, 9783540262572
DOI
10.1007/b137220
Open Library ID
OL9055672M
Language
english
Format
PDF
Filesize
5 MB (5745005 bytes)
Series
Studies in Computational Intelligence 6
Edition
1
Pages
378\382
Orientation
yes
Scanned
no
Time added
2011-08-31 04:54:40
Appl.Mathematics/Computational Methods of Engineer

Description

Foundations of Data Mining and Knowledge Discovery contains the latest results and new directions in data mining research. Data mining, which integrates various technologies, including computational intelligence, database and knowledge management, machine learning, soft computing, and statistics, is one of the fastest growing fields in computer science. Although many data mining techniques have been developed, further development of the field requires a close examination of its foundations. This volume presents the results of investigations into the foundations of the discipline, and represents the state-of-the-art for much of the current research. This book will prove extremely valuable and fruitful for data mining researchers, no matter whether they would like to uncover the fundamental principles behind data mining, or apply the theories to practical applications.

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