Linear Algebra Tools For Data Mining
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| Title: | Linear Algebra Tools For Data Mining |
|---|---|
| Description: | 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. |
| Authors: | Dan A Simovici |
| Resource Type: | eBook. |
| Subjects: | Linear programming, Computer algorithms, Parallel processing (Electronic computers), Data mining |
| Categories: | COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition, COMPUTERS / Artificial Intelligence / General, COMPUTERS / Data Science / Data Analytics |
| Database: | eBook Collection (EBSCOhost) |
| Abstract: | 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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| ISBN: | 9789814383493 9789814383509 |
