Linear Algebra Tools For Data Mining (Second Edition)

Download or read book Linear Algebra Tools For Data Mining (Second Edition) written by Dan A Simovici and published by World Scientific. This book was released on 2023-06-16 with total page 1002 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.