CP Decomposition
Multilinear algebra, Singular value decomposition, Statistics
978-620-0-77114-8
6200771146
72
2012-03-03
29,00 €
eng
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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.
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