Perturbations of the Tcur Decomposition for Tensor Valued Data in the Tucker Format

Tensor Decompositions and Applications

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

Computing, Computer Science, Neuroscience +12

A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics

David Martín, Charless C. Fowlkes, Doron Tal et al. · 2002 · 8K citations

Computing, Ecology, Computer Vision +15

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