Diego Fernández-Francos

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 6

Top Topics

Classification Algorithm

Dimensional Data

Feature Selection

Change Detection

Top Venues

Knowl. Inf. Syst.

IEEE Trans. Syst. Man Cybern. Syst.

Comput. Ind. Eng.

Publications

Diego Fernández-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos
One-Class Convex Hull-Based Algorithm for Classification in Distributed Environments. IEEE Trans. Syst. Man Cybern. Syst. 50 (2) (2020)
Verónica Bolón-Canedo, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
On the scalability of feature selection methods on high-dimensional data. Knowl. Inf. Syst. 56 (2) (2018)
Diego Fernández-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Gavin Brown
Mutual information for improving the efficiency of the SCH algorithm. ESANN (2017)
Verónica Bolón-Canedo, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
A unified pipeline for online feature selection and classification. Expert Syst. Appl. 55 (2016)
Diego Fernández-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos
One-class classification algorithm based on convex hull. ESANN (2016)
David Martínez-Rego, Diego Fernández-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos
Stream change detection via passive-aggressive classification and Bernoulli CUSUM. Inf. Sci. 305 (2015)
Diego Fernández-Francos, David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos
Automatic bearing fault diagnosis based on one-class ν-SVM. Comput. Ind. Eng. 64 (1) (2013)