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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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2024) vom: 13. Mai
1. Verfasser: Alcacer, Aleix (VerfasserIn)
Weitere Verfasser: Epifanio, Irene, Gual-Arnau, Ximo
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article