Carlos Echegoyen

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 2

Top Topics

Unsupervised Learning

Estimation Of Distribution Algorithms

Satellite Images

Top Venues

Theor. Comput. Sci.

Publications

Carlos Echegoyen, Aritz Pérez, Guzmán Santafé, Unai Pérez-Goya, María Dolores Ugarte
Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences. Stat. Comput. 34 (2) (2024)
Carlos Echegoyen, Aritz Pérez, Guzmán Santafé, Unai Pérez-Goya, María Dolores Ugarte
Semantic Clustering of a Sequence of Satellite Images. CoRR (2022)
Carlos Echegoyen, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
Comprehensive characterization of the behaviors of estimation of distribution algorithms. Theor. Comput. Sci. 598 (2015)
Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
On the Taxonomy of Optimization Problems Under Estimation of Distribution Algorithms. Evol. Comput. 21 (3) (2013)
Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
Toward Understanding EDAs Based on Bayesian Networks Through a Quantitative Analysis. IEEE Trans. Evol. Comput. 16 (2) (2012)
Carlos Echegoyen, Qingfu Zhang, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
On the limits of effectiveness in estimation of distribution algorithms. IEEE Congress on Evolutionary Computation (2011)
Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
Estimation of Bayesian networks algorithms in a class of complex networks. IEEE Congress on Evolutionary Computation (2010)
Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
Analyzing the probability of the optimum in EDAs based on Bayesian networks. IEEE Congress on Evolutionary Computation (2009)
Carlos Echegoyen, José Antonio Lozano, Roberto Santana, Pedro Larrañaga
Exact Bayesian network learning in estimation of distribution algorithms. IEEE Congress on Evolutionary Computation (2007)