Improving PARAFAC-ALS estimates with a double optimization procedure
Author:
Publisher
Elsevier BV
Subject
Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry
Reference33 articles.
1. Some mathematical notes on three-mode factor analysis;Tucker;Psychometrika,1966
2. Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition;Carroll;Psychometrika,1970
3. R. A. Harshman, Foundations of the Parafac Procedure: Models and Conditions for an” Explanatory” Multi-Modal Factor Analysis.
4. “parallel proportional profiles” and other principles for determining the choice of factors by rotation;Cattell;Psychometrika,1944
5. An efficient algorithm for parafac of three-way data with large numbers of observation units;Kiers;Psychometrika,1991
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