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Linear Algebra Tools For Data Mining
Dan A Simovici
出版World Scientific, 2012-01-27
主題Computers / Artificial Intelligence / Computer Vision & Pattern RecognitionComputers / Artificial Intelligence / GeneralComputers / Data Science / Data Analytics
ISBN98144529399789814452939
URLhttp://books.google.com.hk/books?id=9gq7CgAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋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.