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Data Mining: Theories, Algorithms, and Examples
Hardcover
Series: Human Factors and Ergonomics
Business GeneralTechnology & EngineeringDatabases
ISBN13: 9781439808382
Publisher: CRC Press
Published: Jul 26 2013
Pages: 349
Weight: 1.41
Height: 1.00 Width: 6.30 Depth: 9.20
Language: English
Written for those with a science and engineering background, this book introduces and explains a comprehensive set of data mining techniques from various data mining fields. Concepts and methodologies are illustrated through numerous examples of data mining applications in cyber attack detection, discovery of neuronal population dynamics, and manufacturing quality control. Other topics include methodologies for mining classification and prediction patterns, mining clustering, and mining data reduction patterns and sequential and time series patterns.
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