Machine learning in bioinformatics P Larranaga, B Calvo, R Santana, C Bielza, J Galdiano, I Inza, JA Lozano, ... Briefings in bioinformatics 7 (1), 86-112, 2006 | 1077 | 2006 |
Feature selection for multi-label naive Bayes classification ML Zhang, JM Peña, V Robles Information Sciences 179 (19), 3218-3229, 2009 | 630 | 2009 |
Age-based comparison of human dendritic spine structure using complete three-dimensional reconstructions R Benavides-Piccione, I Fernaud-Espinosa, V Robles, R Yuste, ... Cerebral cortex 23 (8), 1798-1810, 2013 | 155 | 2013 |
A review of estimation of distribution algorithms in bioinformatics R Armañanzas, I Inza, R Santana, Y Saeys, JL Flores, JA Lozano, ... BioData mining 1, 1-12, 2008 | 138 | 2008 |
Comparison between supervised and unsupervised classifications of neuronal cell types: a case study L Guerra, LM McGarry, V Robles, C Bielza, P Larranaga, R Yuste Developmental neurobiology 71 (1), 71-82, 2011 | 120 | 2011 |
GA-EDA: Hybrid evolutionary algorithm using genetic and estimation of distribution algorithms JM Peña, V Robles, P Larranaga, V Herves, F Rosales, MS Pérez Innovations in Applied Artificial Intelligence: 17th International …, 2004 | 97 | 2004 |
A methodology to compare dimensionality reduction algorithms in terms of loss of quality A Gracia, S González, V Robles, E Menasalvas Information Sciences 270, 1-27, 2014 | 91 | 2014 |
Three-dimensional spatial distribution of synapses in the neocortex: a dual-beam electron microscopy study A Merchán-Pérez, JR Rodríguez, S González, V Robles, J DeFelipe, ... Cerebral cortex 24 (6), 1579-1588, 2014 | 78 | 2014 |
Regularized logistic regression without a penalty term: An application to cancer classification with microarray data C Bielza, V Robles, P Larrañaga Expert Systems with Applications 38 (5), 5110-5118, 2011 | 76 | 2011 |
Bayesian network multi-classifiers for protein secondary structure prediction V Robles, P Larranaga, JM Pena, E Menasalvas, MS Pérez, V Herves, ... Artificial Intelligence in Medicine 31 (2), 117-136, 2004 | 71 | 2004 |
A comparison of clustering quality indices using outliers and noise L Guerra, V Robles, C Bielza, P Larrañaga Intelligent Data Analysis 16 (4), 703-715, 2012 | 66 | 2012 |
Solving the traveling salesman problem with EDAs V Robles, P De Miguel, P Larrañaga Estimation of Distribution Algorithms: A New Tool for Evolutionary …, 2002 | 66 | 2002 |
Design and implementation of a data mining grid-aware architecture MS Pérez, A Sánchez, V Robles, P Herrero, JM Peña Future Generation Computer Systems 23 (1), 42-47, 2007 | 58 | 2007 |
Improvement of Naive Bayes collaborative filtering using interval estimation V Robles, P Larranaga, E Menasalvas, MS Pérez, V Herves Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003 …, 2003 | 45 | 2003 |
Adapting the weka data mining toolkit to a grid based environment MS Pérez, A Sánchez, P Herrero, V Robles, JM Pena Advances in Web Intelligence: Third International Atlantic Web Intelligence …, 2005 | 38 | 2005 |
Are web self-assessment tools useful for training? MS Perez, P Herrero, FM Sanchez, V Robles IEEE Transactions on education 48 (4), 757-763, 2005 | 36 | 2005 |
New insights into the suitability of the third dimension for visualizing multivariate/multidimensional data: A study based on loss of quality quantification A Gracia, S González, V Robles, E Menasalvas, T Von Landesberger Information Visualization 15 (1), 3-30, 2016 | 35 | 2016 |
GA-EDA: A new hybrid cooperative search evolutionary algorithm V Robles, JM Pena, P Larranaga, MS Pérez, V Herves Towards a New Evolutionary Computation: Advances in the Estimation of …, 2006 | 30 | 2006 |
Optimizing logistic regression coefficients for discrimination and calibration using estimation of distribution algorithms V Robles, C Bielza, P Larrañaga, S González, L Ohno-Machado Top 16, 345-366, 2008 | 24 | 2008 |
Using multiple offspring sampling to guide genetic algorithms to solve permutation problems A LaTorre, JM Peña, V Robles, S Muelas Proceedings of the 10th annual conference on Genetic and evolutionary …, 2008 | 19 | 2008 |