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2021

Delgado, Maria Soledad; Morán, Federico; José, José Carlos San; Burgos, Daniel

Analysis of Students’ Behavior Through User Clustering in Online Learning Settings, Based on Self Organizing Maps Neural Networks Journal Article

In: IEEE Access, vol. 9, pp. 132592-132608, 2021, ISSN: 2169-3536 .

Abstract | Links | BibTeX | Tags: Data Analysis, eLearning, Neural Networks, Self-organizing map, Unsupervised

Guamán, Daniel; Delgado, Maria Soledad; Pérez, Jennifer

Classifying Model-View-Controller Software Applications Using Self-Organizing Maps Journal Article

In: IEEE Access, vol. 9, pp. 45201-45229, 2021, ISBN: 2169-3536.

Abstract | Links | BibTeX | Tags: Clustering, Neural Networks, Self-organizing map, Unsupervised

2017

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