Generalizing the column–row matrix decomposition to multi-way arrays

Tensor Decompositions and Applications

Tamara G. Kolda, Brett W. Bader · SIAM Review · 2009 · 10.5K citations

Computing, Computer Science, Neuroscience +12

Analysis of Individual Differences in Multidimensional Scaling Via an N-way Generalization of “Eckart-Young” Decomposition

J. Douglas Carroll, Jih-Jie Chang · Psychometrika · 1970 · 4.7K citations

Education, Biostatistics, Individual Differences +4

Some Mathematical Notes on Three-Mode Factor Analysis

Ledyard R Tucker · Psychometrika · 1966 · 4.3K citations

Social Sciences, Mathematics, Item Response Theory +2

A Multilinear Singular Value Decomposition

Lieven De Lathauwer, Bart De Moor, Joos Vandewalle · SIAM Journal on Matrix Analysis and Applications · 2000 · 4.2K citations · Full text

Computing, Computational Engineering, Complex Systems +16

Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-model factor analysis

Richard A. Harshman · 1970 · 2.3K citations

Social Sciences, Psychology, Measurement Invariance +13