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Data Mining: Theories, Algorithms, and Examples
Paperback
Series: Human Factors and Ergonomics
Business GeneralTechnology & EngineeringDatabases
ISBN13: 9781138073661
Publisher: Crc Pr Inc
Published: Mar 29 2017
Pages: 349
Weight: 1.09
Height: 0.73 Width: 6.14 Depth: 9.21
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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