Search Results for author: Aleix Alcacer

Found 2 papers, 2 papers with code

Biarchetype analysis: simultaneous learning of observations and features based on extremes

1 code implementation18 Nov 2023 Aleix Alcacer, Irene Epifanio, Ximo Gual-Arnau

The idea of this new unsupervised machine learning tool is to represent observations and features by instances of pure types (biarchetypes) that can be easily interpreted as they are mixtures of observations and features.

Ordinal classification for interval-valued data and interval-valued functional data

1 code implementation30 Oct 2023 Aleix Alcacer, Marina Martínez-Garcia, Irene Epifanio

The aim of ordinal classification is to predict the ordered labels of the output from a set of observed inputs.

Ordinal Classification

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