Exact Bayesian network learning in estimation of distribution algorithms. - Carlos Echegoyen; José Antonio Lozano 001; Roberto Santana 001; Pedro Larrañaga (IEEE Congress on Evolutionary Computation, 2007)

The Impact of Exact Probabilistic Learning Algorithms in EDAs Based on Bayesian Networks. - Carlos Echegoyen; Roberto Santana 001; José Antonio Lozano 001; Pedro Larrañaga (Linkage in Evolutionary Computation, 2008)

Analyzing the probability of the optimum in EDAs based on Bayesian networks. - Carlos Echegoyen; Alexander Mendiburu; Roberto Santana 001; José Antonio Lozano 001 (IEEE Congress on Evolutionary Computation, 2009)

Estimation of Bayesian networks algorithms in a class of complex networks. - Carlos Echegoyen; Alexander Mendiburu; Roberto Santana 001; José Antonio Lozano 001 (IEEE Congress on Evolutionary Computation, 2010)

On the limits of effectiveness in estimation of distribution algorithms. - Carlos Echegoyen; Qingfu Zhang 001; Alexander Mendiburu; Roberto Santana 001; José Antonio Lozano 001 (IEEE Congress on Evolutionary Computation, 2011)

Toward Understanding EDAs Based on Bayesian Networks Through a Quantitative Analysis. - Carlos Echegoyen; Alexander Mendiburu; Roberto Santana 001; José Antonio Lozano 001 (IEEE Trans. Evol. Comput., 2012)

On the Taxonomy of Optimization Problems Under Estimation of Distribution Algorithms. - Carlos Echegoyen; Alexander Mendiburu; Roberto Santana 001; José Antonio Lozano 001 (Evol. Comput., 2013)

Comprehensive characterization of the behaviors of estimation of distribution algorithms. - Carlos Echegoyen; Roberto Santana 001; Alexander Mendiburu; José Antonio Lozano 001 (Theor. Comput. Sci., 2015)

Semantic Clustering of a Sequence of Satellite Images. - Carlos Echegoyen; Aritz Pérez; Guzmán Santafé; Unai Pérez-Goya; María Dolores Ugarte (CoRR, 2022)

Risk-based Calibration for Probabilistic Classifiers. - Aritz Pérez; Carlos Echegoyen; Guzmán Santafé (CoRR, 2024)

Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences. - Carlos Echegoyen; Aritz Pérez; Guzmán Santafé; Unai Pérez-Goya; María Dolores Ugarte (Stat. Comput., 2024)

Decentralized Federated Learning of Probabilistic Generative Classifiers. - Aritz Pérez; Carlos Echegoyen; Guzmán Santafé (CoRR, 2025)