Matrix Methods in Data Mining and Pattern Recognition

Lars Eldn

13 évaluations par Goodreads

Langue : anglais

Edité par Society for Industrial and Applied Mathematics, 2007

0898716268 / 9780898716269

Vendeur : World of Books Inc, Montgomery, IL, Etats-UnisWorld of Books Inc

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Several very powerful numerical linear algebra techniques are available for solving problems in data mining and pattern recognition. This application-oriented book describes how modern matrix methods can be used to solve these problems, gives an introduction to matrix theory and decompositions, and provides students with a set of tools that can be modified for a particular application. Part I gives a short introduction to a few application areas before presenting linear algebra concepts and matrix decompositions that students can use in problem-solving environments such as MATLAB. In Part I, linear algebra techniques are applied to data mining problems. Part I is a brief introduction to eigenvalue and singular value algorithms. The applications discussed include classification of handwritten digits, text mining, text summarization, pagerank computations related to the Google search engine, and face recognition. Exercises and computer assignments are available on a Web page that supplements the book.

N° de réf. du vendeur CIN0898716268G

Titre
Matrix Methods in Data Mining and Pattern Recognition
Auteur
Lars Eldn
Éditeur
Society for Industrial and Applied Mathematics
Année de publication
2007
État de l'article
Good
Reliure
Paperback
Langue
anglais
ISBN à 10 chiffres
0898716268
ISBN à 13 chiffres
9780898716269

World of Books Inc

Montgomery, IL, Etats-Unis

Vendeur avec une évaluation de 4 étoiles

Vendeur AbeBooks depuis 23 mars 2026

Frais d'expédition à l'intérieur de ce pays : Etats-Unis

Article4 à 12 jours ouvrés3 à 6 jours ouvrés
Premier articleEUR 0,00EUR 9,53
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Founded in 2002, World of Books is a leading online destination for buying and selling both preloved and new books, committed to making sustainable reading accessible to all. With a mission to help people read more and waste less, World of Books offers a huge range of affordable, high-quality books — giving both new and preloved titles a second life. The company also operates World of Books – Sell Your Books, an easy-to-use platform that allows customers to trade in unwanted books for cash, helping to keep books in circulation while promoting sustainability. As a Certified B Corp, World of Books is driven by a vision to become the world’s largest and most sustainable dedicated online bookstore. The company measures its success through the positive environmental impact it creates, the value it provides to customers, and its ability to operate profitably while supporting its sustainable mission

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SBYB, Inc.

900 Knell Road
Montgomery, IL Etats-Unis 60538