Linear Algebra Tools for Data Mining

DOI10.1142/13248zbMATH Open1515.15005OpenAlexW4308072658MaRDI QIDQ6110221

Dan A. Simovici

Publication date: 4 July 2023

Full work available at URL: https://doi.org/10.1142/13248

zbMATH Keywords

modulespattern recognitioneigenvaluesconvexitylearning theorytextbookdeterminantssimilarityinner productMATLABgraphsinteractive systemnormssingular valuesnumerical linear algebradata miningmatrix theorycomputer sciencespectralinear algebra\(k\)-means algorithmspectral clusteringprinciple component analysisleast squares approximationbiplotssample matrices

Mathematics Subject Classification ID

Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer science (68-01) Algorithms in computer science (68Wxx) Artificial intelligence (68Txx) Theory of computing (68Qxx) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to linear algebra (15-01) Basic linear algebra (15Axx)

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