A New Algorithm for Computing Disjoint Orthogonal Components in the Three-Way Tucker Model

A New Algorithm for Computing Disjoint Orthogonal Components in the Three-Way Tucker Model

One of the main drawbacks of the traditional methods for computing components in the three-way Tucker model is the complex structure of the final loading matrices preventing an easy interpretation of the obtained results. In this paper, we propose a heuristic algorithm for computing disjoint orthogo...

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Bibliographic Details
Main Authors: Carlos Martin-Barreiro, John A. Ramirez-Figueroa, Ana B. Nieto-Librero, Víctor Leiva, Ana Martin-Casado, M. Purificación Galindo-Villardón
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Mathematics
Subjects:
greedy algorithms
heuristic algorithms
PCA
R software
singular value decomposition
three-way tables
Online Access:https://www.mdpi.com/2227-7390/9/3/203

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