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Data Mining and Knowledge Discovery Handbook
Hardcover
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ISBN13: 9780387098227
Publisher: Springer
Published: Oct 1 2010
Pages: 1285
Weight: 3.80
Height: 2.00 Width: 6.30 Depth: 9.30
Language: English
This handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified whole. The book first surveys, then provides comprehensive yet concise algorithmic descriptions of classic methods plus recently-developed extensions and novel methods. The volume concludes with in-depth descriptions of data mining applications in various interdisciplinary industries including finance, marketing, medicine, biology, engineering, telecommunications, software, and security. Data Mining and Knowledge Discovery Handbook is designed for research scientists and graduate-level computer science and engineering students. It is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management.
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