LINEAR ALGEBRA TOOL DATA (2ND ED): 2nd Edition - Tapa dura

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9789811270338: LINEAR ALGEBRA TOOL DATA (2ND ED): 2nd Edition
Tapa dura
ISBN 10: 9811270333 ISBN 13: 9789811270338
Editorial: World Scientific, 2023

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
World Scientific
Año de publicación
2023
Idioma
Inglés
ISBN 10 
9811270333
ISBN 13 
9789811270338
Encuadernación
Tapa dura
Número de edición
2
Número de páginas
1002
Contacto del fabricante
no disponible
Persona responsable
no disponible