Search results for "Roberto Santana"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Siddhartha Shakya, Roberto Santana, José Antonio Lozano	A Markovianity based optimisation algorithm.	Genetic Programming and Evolvable Machines	2012	DBLP DOI BibTeX RDF
1	Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano	Toward Understanding EDAs Based on Bayesian Networks Through a Quantitative Analysis.	IEEE Trans. Evolutionary Computation	2012	DBLP DOI BibTeX RDF
1	Li-Vang Lozada-Chang, Roberto Santana	Univariate marginal distribution algorithm dynamics for a class of parametric functions with unitation constraints.	Inf. Sci.	2011	DBLP DOI BibTeX RDF
1	Roberto Santana, Concha Bielza, Pedro Larrañaga	Optimizing Brain Networks Topologies Using Multi-objective Evolutionary Computation.	Neuroinformatics	2011	DBLP DOI BibTeX RDF
1	Roberto Santana, Santiago Muelas, Antonio LaTorre, Jose M. Peña	A direct optimization approach to the P300 speller.	GECCO	2011	DBLP DOI BibTeX RDF
1	Roberto Santana, Concha Bielza, Pedro Larrañaga	Affinity propagation enhanced by estimation of distribution algorithms.	GECCO	2011	DBLP DOI BibTeX RDF
1	Roberto Santana	Estimation of distribution algorithms: from available implementations to potential developments.	GECCO (Companion)	2011	DBLP DOI BibTeX RDF
1	Roberto Santana, Hossein Karshenas, Concha Bielza, Pedro Larrañaga	Regularized k-order markov models in EDAs.	GECCO	2011	DBLP DOI BibTeX RDF
1	Roberto Santana, Hossein Karshenas, Concha Bielza, Pedro Larrañaga	Quantitative genetics in multi-objective optimization algorithms: from useful insights to effective methods.	GECCO (Companion)	2011	DBLP DOI BibTeX RDF
1	Antonio LaTorre, Santiago Muelas, José María Peña, Roberto Santana, Ángel Merchán-Pérez, José-Rodrigo Rodríguez	A differential evolution algorithm for the detection of synaptic vesicles.	IEEE Congress on Evolutionary Computation	2011	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Hossein Karshenas, Roberto Santana, Concha Bielza, Pedro Larrañaga	Multi-objective Optimization with Joint Probabilistic Modeling of Objectives and Variables.	EMO	2011	DBLP DOI BibTeX RDF
1	Roberto Santana, Alexander Mendiburu, Noah Zaitlen, Eleazar Eskin, José Antonio Lozano	Multi-marker tagging single nucleotide polymorphism selection using estimation of distribution algorithms.	Artificial Intelligence in Medicine	2010	DBLP DOI BibTeX RDF
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	Learning Factorizations in Estimation of Distribution Algorithms Using Affinity Propagation.	Evolutionary Computation	2010	DBLP DOI BibTeX RDF
1	Roberto Santana, Concha Bielza, Pedro Larrañaga	Using Probabilistic Dependencies Improves the Search of Conductance-Based Compartmental Neuron Models.	EvoBIO	2010	DBLP DOI BibTeX RDF
1	Alfredo Cuesta-Infante, Roberto Santana, José Ignacio Hidalgo, Concha Bielza, Pedro Larrañaga	Bivariate empirical and n-variate Archimedean copulas in estimation of distribution algorithms.	IEEE Congress on Evolutionary Computation	2010	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Roberto Santana, Concha Bielza, Pedro Larrañaga	Synergies between Network-Based Representation and Probabilistic Graphical Models for Classification, Inference and Optimization Problems in Neuroscience.	IEA/AIE	2010	DBLP DOI BibTeX RDF
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	Research topics in discrete estimation of distribution algorithms based on factorizations.	Memetic Computing	2009	DBLP DOI BibTeX RDF	Macroscopic-macroscopic algorithms, Hybrid EDAs, Bayesian networks, Estimation of distribution algorithms, Factorizations, Probability distributions, Fitness function, Problem structure
1	Roberto Santana, Concha Bielza, José Antonio Lozano, Pedro Larrañaga	Mining probabilistic models learned by EDAs in the optimization of multi-objective problems.	GECCO	2009	DBLP DOI BibTeX RDF	visualization, probabilistic modeling, estimation of distribution algorithms, problem structure
1	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	DBLP DOI BibTeX RDF
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	Protein Folding in Simplified Models With Estimation of Distribution Algorithms.	IEEE Trans. Evolutionary Computation	2008	DBLP DOI BibTeX RDF
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	Combining variable neighborhood search and estimation of distribution algorithms in the protein side chain placement problem.	J. Heuristics	2008	DBLP DOI BibTeX RDF	Rotamers, Protein side chain placement, EDAs, Protein folding, VNS, UMDA
1	Rubén Armañanzas, Iñaki Inza, Roberto Santana, Yvan Saeys, Jose Luis Flores, Jose Antonio Lozano, Yves Van de Peer, Rosa Blanco, Víctor Robles, Concha Bielza, Pedro Larrañaga	A review of estimation of distribution algorithms in bioinformatics.	BioData Mining	2008	DBLP DOI BibTeX RDF
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	Adaptive Estimation of Distribution Algorithms.	Adaptive and Multilevel Metaheuristics	2008	DBLP DOI BibTeX RDF	adaptive probabilistic model, Estimation of distribution algorithm, SAT
1	Carlos Echegoyen, Roberto Santana, José Antonio Lozano, Pedro Larrañaga	The Impact of Exact Probabilistic Learning Algorithms in EDAs Based on Bayesian Networks.	Linkage in Evolutionary Computation	2008	DBLP DOI BibTeX RDF
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	Adding Probabilistic Dependencies to the Search of Protein Side Chain Configurations Using EDAs.	PPSN	2008	DBLP DOI BibTeX RDF	probabilistic models, estimation of distribution algorithm, protein structure prediction
1	Siddhartha Shakya, Roberto Santana	An EDA based on local markov property and gibbs sampling.	GECCO	2008	DBLP DOI BibTeX RDF	evolutionary computation, estimation of distribution algorithms, probabilistic graphical models, markov networks
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	Component weighting functions for adaptive search with EDAs.	IEEE Congress on Evolutionary Computation	2008	DBLP DOI BibTeX RDF
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	Side chain placement using estimation of distribution algorithms.	Artificial Intelligence in Medicine	2007	DBLP DOI BibTeX RDF
1	Alexander Mendiburu, Roberto Santana, Jose Antonio Lozano, Endika Bengoetxea	A parallel framework for loopy belief propagation.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	parallelism, belief propagation, factor graphs
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	The Role of a Priori Information in the Minimization of Contact Potentials by Means of Estimation of Distribution Algorithms.	EvoBIO	2007	DBLP DOI BibTeX RDF	energy minimization algorithms, estimation of distribution algorithm, protein design
1	Carlos Echegoyen, José Antonio Lozano, Roberto Santana, Pedro Larrañaga	Exact Bayesian network learning in estimation of distribution algorithms.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Pedro Larrañaga, Borja Calvo, Roberto Santana, Concha Bielza, Josu Galdiano, Iñaki Inza, José Antonio Lozano, Rubén Armañanzas, Guzmán Santafé, Aritz Pérez Martínez, Victor Robles	Machine learning in bioinformatics.	Briefings in Bioinformatics	2006	DBLP DOI BibTeX RDF
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	Mixtures of Kikuchi Approximations.	ECML	2006	DBLP DOI BibTeX RDF	Mixture of distributions, Kikuchi approximations, estimation of distribution algorithms, EM
1	Roberto Santana	Estimation of Distribution Algorithms with Kikuchi Approximations.	Evolutionary Computation	2005	DBLP DOI BibTeX RDF
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	Interactions and dependencies in estimation of distribution algorithms.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
1	Roberto Santana, Pedro Larrañaga, José Antonio Lozano	Protein Folding in 2-Dimensional Lattices with Estimation of Distribution Algorithms.	ISBMDA	2004	DBLP DOI BibTeX RDF	Estimation of Distribution Algorithms, protein folding, HP model
1	Roberto Santana	A Markov Network Based Factorized Distribution Algorithm for Optimization.	ECML	2003	DBLP DOI BibTeX RDF	FDA, Genetic algorithms, EDA, evolutionary optimization, estimation of distributions
1	Roberto Santana, Alberto Ochoa, Marta Soto	On the use of Factorized Distribution Algorithms for problems defined on graphs.	Electronic Notes in Discrete Mathematics	2001	DBLP DOI BibTeX RDF
1	Roberto Santana, Alberto Ochoa-Rodríguez, Marta Soto, Francisco Baptista Pereira, Penousal Machado, Ernesto Costa, Amílcar Cardoso	Probabilistic Evolution and the Busy Beaver Problem.	GECCO	2000	DBLP BibTeX RDF

Publications of "Roberto Santana" ( http://dblp.L3S.de/Authors/Roberto_Santana )