| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Pedro Larrañaga, Serafín Moral |
Probabilistic graphical models in artificial intelligence.  |
Appl. Soft Comput.  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Concha Bielza, Víctor Robles, Pedro Larrañaga |
Regularized logistic regression without a penalty term: An application to cancer classification with microarray data. |
Expert Syst. Appl. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Alfonso Ibáñez, Pedro Larrañaga, Concha Bielza |
Using Bayesian networks to discover relationships between bibliometric indices. A case study of computer science and artificial intelligence journals. |
Scientometrics |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Endika Bengoetxea, Pedro Larrañaga, Concha Bielza, Juan A. Fernández del Pozo |
Optimal row and column ordering to improve table interpretation using estimation of distribution algorithms. |
J. Heuristics |
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 | Pedro L. López-Cruz, Concha Bielza, Pedro Larrañaga, Ruth Benavides-Piccione, Javier DeFelipe |
Models and Simulation of 3D Neuronal Dendritic Trees Using Bayesian Networks. |
Neuroinformatics |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Rubén Armañanzas, Yvan Saeys, Iñaki Inza, Miguel García-Torres, Concha Bielza, Yves Van de Peer, Pedro Larrañaga |
Peakbin Selection in Mass Spectrometry Data Using a Consensus Approach with Estimation of Distribution Algorithms. |
IEEE/ACM Trans. Comput. Biology Bioinform. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Concha Bielza, G. Li, Pedro Larrañaga |
Multi-dimensional classification with Bayesian networks. |
Int. J. Approx. Reasoning |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Hanen Borchani, Pedro Larrañaga, Concha Bielza |
Classifying evolving data streams with partially labeled data. |
Intell. Data Anal. |
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, 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 | Julio H. Zaragoza, Luis Enrique Sucar, Eduardo F. Morales, Concha Bielza, Pedro Larrañaga |
Bayesian Chain Classifiers for Multidimensional Classification. |
IJCAI |
2011 |
DBLP 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 | Pedro L. López-Cruz, Concha Bielza, Pedro Larrañaga |
The von Mises Naive Bayes Classifier for Angular Data. |
CAEPIA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Concha Bielza, Juan A. Fernández del Pozo, Pedro Larrañaga, Endika Bengoetxea |
Multidimensional statistical analysis of the parameterization of a genetic algorithm for the optimal ordering of tables. |
Expert Syst. Appl. |
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 | Diego Vidaurre, Concha Bielza, Pedro Larrañaga |
Learning an L1-Regularized Gaussian Bayesian Network in the Equivalence Class Space. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
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 | Endika Bengoetxea, Pedro Larrañaga |
EDA-PSO: A Hybrid Paradigm Combining Estimation of Distribution Algorithms and Particle Swarm Optimization. |
ANTS Conference |
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 | Hanen Borchani, Pedro Larrañaga, Concha Bielza |
Mining Concept-Drifting Data Streams Containing Labeled and Unlabeled Instances. |
IEA/AIE |
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 | Alfonso Ibáñez, Pedro Larrañaga, Concha Bielza |
Predicting citation count of Bioinformatics papers within four years of publication. |
Bioinformatics |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | José Antonio Lozano, Qingfu Zhang, Pedro Larrañaga |
Guest Editorial: Special Issue on Evolutionary Algorithms Based on Probabilistic Models. |
IEEE Trans. Evolutionary Computation |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Rubén Armañanzas, Borja Calvo, Iñaki Inza, Marcos López-Hoyos, Víctor Martínez-Taboada, Eduardo Ucar, Irantzu Bernales, Asier Fullaondo, Pedro Larrañaga, Ana M. Zubiaga |
Microarray Analysis of Autoimmune Diseases by Machine Learning Procedures. |
IEEE Transactions on Information Technology in Biomedicine |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Aritz Pérez Martínez, Pedro Larrañaga, Iñaki Inza |
Bayesian classifiers based on kernel density estimation: Flexible classifiers. |
Int. J. Approx. Reasoning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Txomin Romero, Pedro Larrañaga |
Triangulation of Bayesian networks with recursive estimation of distribution algorithms. |
Int. J. Approx. Reasoning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Borja Calvo, Pedro Larrañaga, José Antonio Lozano |
Feature subset selection from positive and unlabelled examples. |
Pattern Recognition Letters |
2009 |
DBLP DOI BibTeX RDF |
|
| 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 | Elva Díaz, Eunice Ponce de Leon, Pedro Larrañaga, Concha Bielza |
Probabilistic Graphical Markov Model Learning: An Adaptive Strategy. |
MICAI |
2009 |
DBLP DOI BibTeX RDF |
Graphical Markov Model, Chow and Liu Algorithm, Complexity, Entropy, Model Learning |
| 1 | Dinora Araceli Morales, Endika Bengoetxea, Pedro Larrañaga |
Selection of human embryos for transfer by Bayesian classifiers. |
Comp. in Bio. and Med. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga |
Inference of Population Structure Using Genetic Markers and a Bayesian Model Averaging Approach for Clustering. |
Journal of Computational Biology |
2008 |
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 | Dinora Araceli Morales, Endika Bengoetxea, Pedro Larrañaga, Miguel García, Yosu Franco, Mónica Fresnada, Marisa Merino |
Bayesian classification for the selection of in vitro human embryos using morphological and clinical data. |
Computer Methods and Programs in Biomedicine |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Rubén Armañanzas, Iñaki Inza, Pedro Larrañaga |
Detecting reliable gene interactions by a hierarchy of Bayesian network classifiers. |
Computer Methods and Programs in Biomedicine |
2008 |
DBLP DOI BibTeX RDF |
|
| 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 | 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 | Teresa Miquélez, Endika Bengoetxea, Alexander Mendiburu, Pedro Larrañaga |
Combining Bayesian classifiers and estimation of distribution algorithms for optimization in continuous domains. |
Connect. Sci. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Yvan Saeys, Iñaki Inza, Pedro Larrañaga |
A review of feature selection techniques in bioinformatics. |
Bioinformatics |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Borja Calvo, Núria López-Bigas, Simon J. Furney, Pedro Larrañaga, José Antonio Lozano |
A partially supervised classification approach to dominant and recessive human disease gene prediction. |
Computer Methods and Programs in Biomedicine |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Jose Luis Flores, Iñaki Inza, Pedro Larrañaga |
Wrapper discretization by means of estimation of distribution algorithms. |
Intell. Data Anal. |
2007 |
DBLP BibTeX RDF |
|
| 1 | Borja Calvo, Pedro Larrañaga, José Antonio Lozano |
Learning Bayesian classifiers from positive and unlabeled examples. |
Pattern Recognition Letters |
2007 |
DBLP DOI BibTeX RDF |
|
| 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 | Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga |
Discriminative vs. Generative Learning of Bayesian Network Classifiers. |
ECSQARU |
2007 |
DBLP DOI BibTeX RDF |
|
| 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 | Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga |
Discriminative Learning of Bayesian Network Classifiers. |
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial |
2006 |
DBLP BibTeX RDF |
|
| 1 | Aritz Pérez Martínez, Pedro Larrañaga, Iñaki Inza |
Supervised classification with conditional Gaussian networks: Increasing the structure complexity from naive Bayes. |
Int. J. Approx. Reasoning |
2006 |
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 | Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga |
Bayesian Model Averaging of TAN Models for Clustering. |
Probabilistic Graphical Models |
2006 |
DBLP BibTeX RDF |
|
| 1 | Teresa Miquélez, Endika Bengoetxea, Pedro Larrañaga |
Evolutionary Bayesian Classifier-Based Optimization in Continuous Domains. |
SEAL |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Aritz Pérez Martínez, Pedro Larrañaga, Iñaki Inza |
Information Theory and Classification Error in Probabilistic Classifiers. |
Discovery Science |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Larrañaga, José Antonio Lozano, José Manuel Peña, Iñaki Inza |
Editorial. |
Machine Learning |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | José Manuel Peña, José Antonio Lozano, Pedro Larrañaga |
Globally Multimodal Problem Optimization Via an Estimation of Distribution Algorithm Based on Unsupervised Learning of Bayesian Networks. |
Evolutionary Computation |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Larrañaga, José Antonio Lozano |
Editorial Introduction Special Issue on Estimation of Distribution Algorithms. |
Evolutionary Computation |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Rosa Blanco, Iñaki Inza, Marisa Merino, Jorge Quiroga, Pedro Larrañaga |
Feature selection in Bayesian classifiers for the prognosis of survival of cirrhotic patients treated with TIPS. |
Journal of Biomedical Informatics |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Roberto Marcondes Cesar Junior, Endika Bengoetxea, Isabelle Bloch, Pedro Larrañaga |
Inexact graph matching for model-based recognition: Evaluation and comparison of optimization algorithms. |
Pattern Recognition |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Guzmán Santafé, José Antonio Lozano, Pedro Larrañaga |
Discriminative Learning of Bayesian Network Classifiers via the TM Algorithm. |
ECSQARU |
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 | C. González, A. Ramírez, José Antonio Lozano, Pedro Larrañaga |
Average Time Complexity of Estimation of Distribution Algorithms. |
IWANN |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Iñaki Inza, Pedro Larrañaga, Rosa Blanco, Antonio J. Cerrolaza |
Filter versus wrapper gene selection approaches in DNA microarray domains. |
Artificial Intelligence in Medicine |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Víctor Robles, Pedro Larrañaga, José Manuel Peña, Ernestina Menasalvas Ruiz, María S. Pérez, Vanessa Herves, Anita Wasilewska |
Bayesian network multi-classifiers for protein secondary structure prediction. |
Artificial Intelligence in Medicine |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | José Manuel Peña, José Antonio Lozano, Pedro Larrañaga |
Unsupervised Learning Of Bayesian Networks Via Estimation Of Distribution Algorithms: An Application To Gene Expression Data Clustering. |
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Rosa Blanco, Pedro Larrañaga, Iñaki Inza, Basilio Sierra |
Gene Selection For Cancer Classification Using Wrapper Approaches. |
IJPRAI |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Txomin Romero, Pedro Larrañaga, Basilio Sierra |
Learning Bayesian Networks In The Space Of Orderings With Estimation Of Distribution Algorithms. |
IJPRAI |
2004 |
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 | Rosa Blanco, Linda C. van der Gaag, Iñaki Inza, Pedro Larrañaga |
Selective Classifiers Can Be Too Restrictive: A Case-Study in Oesophageal Cancer. |
ISBMDA |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | José M. Peña Sánchez, Víctor Robles, Pedro Larrañaga, Vanessa Herves, F. Rosales, María S. Pérez |
GA-EDA: Hybrid Evolutionary Algorithm Using Genetic and Estimation of Distribution Algorithms. |
IEA/AIE |
2004 |
DBLP DOI BibTeX RDF |
Genetic Algorithms and Heuristic Search |
| 1 | Rosa Blanco, Iñaki Inza, Pedro Larrañaga |
Learning Bayesian networks in the space of structures by estimation of distribution algorithms. |
Int. J. Intell. Syst. |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Larrañaga, José Antonio Lozano, Heinz Mühlenbein |
Algoritmos de Estimación de Distribuciones en Problemas de Optimización Combinatoria. |
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial |
2003 |
DBLP BibTeX RDF |
|
| 1 | Víctor Robles, María S. Pérez, Vanessa Herves, José M. Peña Sánchez, Pedro Larrañaga |
Parallel Stochastic Search for Protein Secondary Structure Prediction. |
PPAM |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Víctor Robles, Pedro Larrañaga, José M. Peña Sánchez, María S. Pérez, Ernestina Menasalvas Ruiz, Vanessa Herves |
Learning Semi Naïve Bayes Structures by Estimation of Distribution Algorithms. |
EPIA |
2003 |
DBLP DOI BibTeX RDF |
Naïve Bayes, semi Naïve Bayes, heuristic search, estimation of distributions algorithms |
| 1 | Víctor Robles, Pedro Larrañaga, Ernestina Menasalvas Ruiz, María S. Pérez, Vanessa Herves |
Improvement of Naïve Bayes Collaborative Filtering Using Interval Estimation. |
Web Intelligence |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Víctor Robles, Pedro Larrañaga, José M. Peña Sánchez, Ernestina Menasalvas Ruiz, María S. Pérez |
Interval Estimation Naïve Bayes. |
IDA |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | C. González, Juan Diego Rodríguez, José Antonio Lozano, Pedro Larrañaga |
Analysis of the Univariate Marginal Distribution Algorithm Modeled by Markov Chains. |
IWANN |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Víctor Robles, Pedro Larrañaga, José M. Peña Sánchez, Oscar Marbán, F. Javier Crespo, María S. Pérez |
Collaborative Filtering Using Interval Estimation Naïve Bayes. |
AWIC |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | José Manuel Peña, José Antonio Lozano, Pedro Larrañaga |
Learning Recursive Bayesian Multinets for Data Clustering by Means of Constructive Induction. |
Machine Learning |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro Larrañaga, José Antonio Lozano |
Synergies between evolutionary computation and probabilistic graphical models. |
Int. J. Approx. Reasoning |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | C. González, José Antonio Lozano, Pedro Larrañaga |
Mathematical modelling of UMDAc algorithm with tournament selection. Behaviour on linear and quadratic functions. |
Int. J. Approx. Reasoning |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Endika Bengoetxea, Pedro Larrañaga, Isabelle Bloch, Aymeric Perchant, Claudia Boeres |
Inexact graph matching by means of estimation of distribution algorithms. |
Pattern Recognition |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Rosa Blanco, Iñaki Inza, Pedro Larrañaga |
Floating Search Methods in Learning Bayesian Networks. |
Probabilistic Graphical Models |
2002 |
DBLP BibTeX RDF |
|
| 1 | José Manuel Peña, José Antonio Lozano, Pedro Larrañaga |
Unsupervised Learning of Bayesian Networks Via Estimation of Distribution Algorithms. |
Probabilistic Graphical Models |
2002 |
DBLP BibTeX RDF |
|
| 1 | Basilio Sierra, Nicolás Serrano, Pedro Larrañaga, Eliseo J. Plasencia, Iñaki Inza, Juan José Jiménez, Pedro Revuelta, María Luisa Mora |
Using Bayesian networks in the construction of a bi-level multi-classifier. A case study using intensive care unit patients data. |
Artificial Intelligence in Medicine |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga, Basilio Sierra, Marcos Girala |
Feature subset selection by genetic algorithms and estimation of distribution algorithms - A case study in the survival of cirrhotic patients treated with TIPS. |
Artificial Intelligence in Medicine |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | José Manuel Peña, José Antonio Lozano, Pedro Larrañaga, Iñaki Inza |
Dimensionality Reduction in Unsupervised Learning of Conditional Gaussian Networks. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2001 |
DBLP DOI BibTeX RDF |
conditional Gaussian networks, edge exclusion tests, feature selection, Data clustering |
| 1 | Iñaki Inza, Pedro Larrañaga, Basilio Sierra |
Feature subset selection by Bayesian networks: a comparison with genetic and sequential algorithms. |
Int. J. Approx. Reasoning |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | José Manuel Peña, José Antonio Lozano, Pedro Larrañaga |
Performance evaluation of compromise conditional Gaussian networks for data clustering. |
Int. J. Approx. Reasoning |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Endika Bengoetxea, Pedro Larrañaga, Isabelle Bloch, Aymeric Perchant |
Estimation of Distribution Algorithms: A New Evolutionary Computation Approach for Graph Matching Problems. |
EMMCVPR |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Basilio Sierra, Iñaki Inza, Pedro Larrañaga |
On Applying Supervised Classification Techniques in Medicine. |
ISMDA |
2001 |
DBLP DOI BibTeX RDF |
Machine Learning, Pattern Recognition, Decision Support System, Supervised Classification, Model Search |
| 1 | Basilio Sierra, Elena Lazkano, Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga |
Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. |
AIME |
2001 |
DBLP DOI BibTeX RDF |
Transjugular Intrahepatic Portosystemic Shunt, Machine Learning, Estimation of Distribution Algorithm, Feature Subset Selection, Indications, Prototype Selection |
| 1 | Iñaki Inza, Pedro Larrañaga, Ramon Etxeberria, Basilio Sierra |
Feature Subset Selection by Bayesian network-based optimization. |
Artif. Intell. |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | José Manuel Peña, José Antonio Lozano, Pedro Larrañaga |
An improved Bayesian structural EM algorithm for learning Bayesian networks for clustering. |
Pattern Recognition Letters |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Basilio Sierra, Iñaki Inza, Pedro Larrañaga |
Medical Bayes Networks. |
ISMDA |
2000 |
DBLP DOI BibTeX RDF |
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