Simovici D.A. Linear Algebra Tools for Data Mining

World Scientific Publishing, 2023. — 1002 p.Preface
About the Author
Preliminaries
Linear Spaces
Matrices
MatLAB Environment
Determinants
Norms and Inner Products
Eigenvalues
Similarity and Spectra
Singular Values
The k-Means Clustering
Data Sample Matrices
Least Squares Approximations and Data Mining
Dimensionality Reduction Techniques
Tensors and Exterior Algebras
Multidimensional Array and Tensors
Bibliography
Index