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

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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 orthogonal components u motion bowling ball facilitating the analysis of three-way data and the interpretation of results.We observe hbl5266ca in the computational experiments carried out that our novel algorithm ameliorates this drawback, generating final loading matrices with a simple structure and then easier to interpret.

Illustrations with real data are provided to show potential applications of the algorithm.