Linear Algebra Tools for Data Mining (Second Edition)
Dan A Simovici
ISBN 10: 9811270333 ISBN 13: 9789811270338
Published by World Scientific Publishing Company, 2023
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New Book. Shipped from UK. Established seller since 2000. Seller Inventory # CW-9789811270338
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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.
"About this title" may belong to another edition of this title.
Bibliographic Details
Title: Linear Algebra Tools for Data Mining (Second...
Publisher: World Scientific Publishing Company
Publication Date: 2023
Binding: HRD
Condition: New
Edition: 2nd Edition
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Linear Algebra Tools for Data Mining: 2nd Edition
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ISBN 10: 9811270333
ISBN 13: 9789811270338
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Linear Algebra Tools for Data Mining (Second Edition)
Published by
World Scientific Pub Co Inc, 2023
ISBN 10: 9811270333
ISBN 13: 9789811270338
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Linear Algebra Tools for Data Mining (Second Edition)
Published by
World Scientific Pub Co Inc, 2023
ISBN 10: 9811270333
ISBN 13: 9789811270338
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Linear Algebra Tools for Data Mining: 2nd Edition
Published by
World Scientific Pub Co Inc, 2023
ISBN 10: 9811270333
ISBN 13: 9789811270338
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Linear Algebra Tools for Data Mining (Second Edition)
Published by
WORLD SCIENTIFIC PUB CO INC, 2023
ISBN 10: 9811270333
ISBN 13: 9789811270338
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Hardcover
Seller: moluna, Greven, Germany
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. KlappentextThis 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, si. Seller Inventory # 894907992
Quantity: Over 20 available
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Linear Algebra Tools for Data Mining
Published by
World Scientific Pub Co Inc, 2023
ISBN 10: 9811270333
ISBN 13: 9789811270338
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Hardcover
Seller: Revaluation Books, Exeter, United Kingdom
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Hardcover. Condition: Brand New. 2nd edition. 985 pages. 9.00x6.25x2.25 inches. In Stock. Seller Inventory # x-9811270333
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LINEAR ALGEBRA TOOL DATA (2ND ED)
Print on DemandSeller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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. Seller Inventory # 9789811270338
Quantity: 1 available