Carlos Echegoyen

12 papers B 4Journal 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Decentralized Federated Learning of Probabilistic Generative Classifiers.
CoRR
Aritz Pérez, Carlos Echegoyen, Guzmán Santafé
2024 J jnl
Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences.
Stat. Comput.
Carlos Echegoyen, Aritz Pérez, Guzmán Santafé, Unai Pérez-Goya, María Dolores Ugarte
2024 J jnl
Risk-based Calibration for Probabilistic Classifiers.
CoRR
Aritz Pérez, Carlos Echegoyen, Guzmán Santafé
2022 J jnl
Semantic Clustering of a Sequence of Satellite Images.
CoRR
Carlos Echegoyen, Aritz Pérez, Guzmán Santafé, Unai Pérez-Goya, María Dolores Ugarte
2015 J jnl
Comprehensive characterization of the behaviors of estimation of distribution algorithms.
Theor. Comput. Sci.
Carlos Echegoyen, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
2013 J jnl
On the Taxonomy of Optimization Problems Under Estimation of Distribution Algorithms.
Evol. Comput.
Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
2012 J jnl
Toward Understanding EDAs Based on Bayesian Networks Through a Quantitative Analysis.
IEEE Trans. Evol. Comput.
Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
2011 B conf
On the limits of effectiveness in estimation of distribution algorithms.
IEEE Congress on Evolutionary Computation
Carlos Echegoyen, Qingfu Zhang, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
2010 B conf
Estimation of Bayesian networks algorithms in a class of complex networks.
IEEE Congress on Evolutionary Computation
Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
2009 B conf
Analyzing the probability of the optimum in EDAs based on Bayesian networks.
IEEE Congress on Evolutionary Computation
Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
2008 — ch.
The Impact of Exact Probabilistic Learning Algorithms in EDAs Based on Bayesian Networks.
Linkage in Evolutionary Computation
Carlos Echegoyen, Roberto Santana, José Antonio Lozano, Pedro Larrañaga
2007 B conf
Exact Bayesian network learning in estimation of distribution algorithms.
IEEE Congress on Evolutionary Computation
Carlos Echegoyen, José Antonio Lozano, Roberto Santana, Pedro Larrañaga