Biarchetype Analysis : Simultaneous Learning of Observations and Features Based on Extremes

We introduce a novel exploratory technique, termed biarchetype analysis, which extends archetype analysis to simultaneously identify archetypes of both observations and features. This innovative unsupervised machine learning tool aims to represent observations and features through instances of pure...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 13. Dez., Seite 8228-8239
Auteur principal: Alcacer, Aleix (Auteur)
Autres auteurs: Epifanio, Irene, Gual-Arnau, Ximo
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article