Book
Linear Algebra Tools for Data Mining
ISBN : 9789811270338
Author : Dan A Simovici
Publisher : World Scientific
Year : 2023
Language : English
Type : Book
Description : This updated compendium provides the linear algebra background necessary to understand and develop linear algebra applications in data mining and machine learning.Basic knowledge and advanced new topics (spectral theory, singular values, decomposition techniques for matrices, tensors and multidimensional arrays) are presented together with several applications of linear algebra (k-means clustering, biplots, least square approximations, dimensionality reduction
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