Carlos Echegoyen

According to our database, Carlos Echegoyen authored at least 12 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Decentralized Federated Learning of Probabilistic Generative Classifiers.

Aritz Pérez, Carlos Echegoyen, Guzmán Santafé

CoRR, July, 2025

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

Risk-based Calibration for Probabilistic Classifiers.

Aritz Pérez, Carlos Echegoyen, Guzmán Santafé

CoRR, 2024

2022

Semantic Clustering of a Sequence of Satellite Images.

Carlos Echegoyen, Aritz Pérez, Guzmán Santafé, Unai Pérez-Goya, María Dolores Ugarte

CoRR, 2022

2015

Comprehensive characterization of the behaviors of estimation of distribution algorithms.

Carlos Echegoyen, Roberto Santana, Alexander Mendiburu, José Antonio Lozano

Theor. Comput. Sci., 2015

2013

On the Taxonomy of Optimization Problems Under Estimation of Distribution Algorithms.

Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano

Evol. Comput., 2013

2012

Toward Understanding EDAs Based on Bayesian Networks Through a Quantitative Analysis.

Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano

IEEE Trans. Evol. Comput., 2012

2011

On the limits of effectiveness in estimation of distribution algorithms.

Carlos Echegoyen, Qingfu Zhang, Alexander Mendiburu, Roberto Santana, José Antonio Lozano

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Estimation of Bayesian networks algorithms in a class of complex networks.

Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Analyzing the probability of the optimum in EDAs based on Bayesian networks.

Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

The Impact of Exact Probabilistic Learning Algorithms in EDAs Based on Bayesian Networks.

Carlos Echegoyen, Roberto Santana, José Antonio Lozano, Pedro Larrañaga

Proceedings of the Linkage in Evolutionary Computation, 2008

2007

Exact Bayesian network learning in estimation of distribution algorithms.

Carlos Echegoyen, José Antonio Lozano, Roberto Santana, Pedro Larrañaga

Proceedings of the IEEE Congress on Evolutionary Computation, 2007