Linear Algebra Tools For Data Mining

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A01=Dan A Simovici
Author_Dan A Simovici
Category=UNF
Data Mining
eq_bestseller
eq_computing
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
Linear Algebra
Machine Learning
Pattern Recognition

Product details

  • ISBN 9789814383493
  • Publication Date: 01 Feb 2012
  • Publisher: World Scientific Publishing Co Pte Ltd
  • Publication City/Country: SG
  • Product Form: Hardback
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This comprehensive volume presents the foundations of linear algebra ideas and techniques applied to data mining and related fields. Linear algebra has gained increasing importance in data mining and pattern recognition, as shown by the many current data mining publications, and has a strong impact in other disciplines like psychology, chemistry, and biology. The basic material is accompanied by more than 550 exercises and supplements, many accompanied with complete solutions and MATLAB applications.

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