Linear Algebra Tools for Data Mining (Second Edition)
by Dan A Simovici (Author)
Publisher finelybook 出版社: World Scientific Publishing Company (July 14, 2023)
Language 语言: English
Print Length 页数: 1004 pages
ISBN-10: 9811270333
ISBN-13: 9789811270338
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 techniques, tensors and multidimensional arrays).The useful reference text includes more than 600 exercises and supplements, many with completed solutions and MATLAB applications.The volume benefits professionals, academics, researchers and graduate students in the fields of pattern recognition/image analysis, AI, machine learning and databases.
