Bookcover of CP Decomposition
Booktitle:

CP Decomposition

Multilinear algebra, Singular value decomposition, Statistics

Flu Press (2012-03-03 )

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ISBN-13:

978-620-0-77114-8

ISBN-10:
6200771146
EAN:
9786200771148
Book language:
English
Blurb/Shorttext:
Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. In multilinear algebra, the canonical polyadic decomposition, historically known as PARAFAC and later CANDECOMP, is a generalization of the matrix singular value decomposition to tensors, with many applications in in statistics, signal processing, psychometrics, linguistics and chemometrics. It originates from psychometrics though going back to Hitchcock in 1927.Multi-way data are characterized by several sets of categorical variables that are measured in a crossed fashion. Chemical examples could be fluorescence emission spectra measured at several excitation wavelengths for several samples, fluorescence lifetime measured at several excitation and emission wavelengths or any kind of spectrum measured chromatographically for several samples.
Publishing house:
Flu Press
Website:
http://www.alphascript-publishing.com
Edited by:
Gerd Numitor
Number of pages:
72
Published on:
2012-03-03
Stock:
Available
Category:
Mathematics
Price:
29.00 €
Keywords:
Algebra, decomposition, PARAFAC, Multilinear, Polyadic, CANDECOMP

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