Automatic bearing fault diagnosis based on one-class ν-SVM. - Diego Fernández-Francos; David Martínez-Rego; Oscar Fontenla-Romero; Amparo Alonso-Betanzos (Comput. Ind. Eng., 2013)

Stream change detection via passive-aggressive classification and Bernoulli CUSUM. - David Martínez-Rego; Diego Fernández-Francos; Oscar Fontenla-Romero; Amparo Alonso-Betanzos (Inf. Sci., 2015)

One-class classification algorithm based on convex hull. - Diego Fernández-Francos; Oscar Fontenla-Romero; Amparo Alonso-Betanzos (ESANN, 2016)

A unified pipeline for online feature selection and classification. - Verónica Bolón-Canedo; Diego Fernández-Francos; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (Expert Syst. Appl., 2016)

Mutual information for improving the efficiency of the SCH algorithm. - Diego Fernández-Francos; Oscar Fontenla-Romero; Amparo Alonso-Betanzos; Gavin Brown 001 (ESANN, 2017)

On the scalability of feature selection methods on high-dimensional data. - Verónica Bolón-Canedo; Diego Fernández-Francos; Diego Peteiro-Barral; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Noelia Sánchez-Maroño (Knowl. Inf. Syst., 2018)

One-Class Convex Hull-Based Algorithm for Classification in Distributed Environments. - Diego Fernández-Francos; Oscar Fontenla-Romero; Amparo Alonso-Betanzos (IEEE Trans. Syst. Man Cybern. Syst., 2020)