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Delgado, Maria Soledad; Higuera, Clara; Calle-Espinosa, Jorge; Morán, Federico; Montero, Francisco

A SOM prototype-based cluster analysis methodology Journal Article

In: Expert Systems with Applications, vol. 88, pp. 14-28, 2017, ISSN: 0957-4174.

Abstract | Links | BibTeX | Tags: Clustering, Metabolic network, Self-organizing map, Topology preserving, Unsupervised


Delgado, Maria Soledad; Gonzalo, Consuelo; Martinez, Estibaliz; Arquero, Agueda

A combined measure for quantifying and qualifying the topology preservation of growing self-organizing maps Journal Article

In: Neurocomputing, vol. 74, no. 16, pp. 2624-2632, 2011, ISSN: 0925-2312, (Advances in Extreme Learning Machine: Theory and Applications Biological Inspired Systems. Computational and Ambient Intelligence).

Abstract | Links | BibTeX | Tags: Delaunay triangulation, Growing cell structures, Self-organizing map, Topology preserving, Visualization methods