Understanding Complex Datasets : Data Mining with Matrix Decompositions

David Skillicorn

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Language: English

Published by Chapman And Hall/CRC, 2007

1584888326 / 9781584888321

Series: Book 2 of 56 - Chapman & Hall/CRC Data Mining and Knowledge Discovery

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Focusing on data mining mechanics and applications, this book explores the most common matrix decompositions, including singular value, semidiscrete, independent component analysis, non-negative matrix factorization, and tensors. It shows how these matrix decompositions can be used to analyze large datasets in a broad range of application areas, such as information retrieval, topic detection, geochemistry, astrophysics, microarray analysis, process control, counterterrorism, and social network analysis. The book also discusses several important theoretical and algorithmic problems of matrix decompositions and provides MATLAB® scripts to generate examples of matrix decompositions.

Seller Inventory # 9781584888321

Title
Understanding Complex Datasets : Data Mining with Matrix Decompositions
Author
David Skillicorn
Publisher
Chapman And Hall/CRC
Publication year
2007
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1584888326
ISBN 13
9781584888321
Item weight
570 grams
Dimensions
240x161x19 mm
Series
Book 2 of 56: Chapman & Hall/CRC Data Mining and Knowledge Discovery

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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