Sensitivity analysis of k-fold cross validation in prediction error estimation JD Rodriguez, A Perez, JA Lozano IEEE transactions on pattern analysis and machine intelligence 32 (3), 569-575, 2009 | 835 | 2009 |
Approaching sentiment analysis by using semi-supervised learning of multi-dimensional classifiers J Ortigosa-Hernández, JD Rodríguez, L Alzate, M Lucania, I Inza, ... Neurocomputing 92, 98-115, 2012 | 127 | 2012 |
Multi-objective learning of multi-dimensional Bayesian classifiers JD Rodríguez, JA Lozano 2008 Eighth International Conference on Hybrid Intelligent Systems, 501-506, 2008 | 44 | 2008 |
Supervised pre-processing approaches in multiple class variables classification for fish recruitment forecasting JA Fernandes, JA Lozano, I Inza, X Irigoien, A Pérez, JD Rodríguez Environmental modelling & software 40, 245-254, 2013 | 28 | 2013 |
Using multidimensional bayesian network classifiers to assist the treatment of multiple sclerosis JD Rodríguez, A Perez, D Arteta, D Tejedor, JA Lozano IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2012 | 27 | 2012 |
A general framework for the statistical analysis of the sources of variance for classification error estimators JD Rodríguez, A Pérez, JA Lozano Pattern Recognition 44 (3), 855–864, 2012 | 27 | 2012 |
Learning Bayesian network classifiers for multi-dimensional supervised classification problems by means of a multi-objective approach JD Rodrıguez, JA Lozano Univ. Basque Country, San Sebastian, Spain, Tech. Rep. EHU-KZAA-TR-3-2010, 2010 | 10 | 2010 |
A semi-supervised approach to multi-dimensional classification with application to sentiment analysis J Ortigosa-Hernández, JD Rodríguez, L Alzate, I Inza, JA Lozano 6th Spanish Workshop on Data Mining and Learning (TAMIDA), 129-138, 2010 | 6 | 2010 |
Analysis of the univariate marginal distribution algorithm modeled by Markov chains C Gonzalez, JD Rodríguez, JA Lozano, P Larrańaga International Work-Conference on Artificial Neural Networks, 510-517, 2003 | 5 | 2003 |
Repeated stratified k-fold cross-validation on supervised classification with naive Bayes classifier: An empirical analysis. JD Rodríguez, JA Lozano | 2 | 2007 |
A sensitivity study of bias and variance of k-fold cross-validation in prediction error estimation JD Rodríguez, A Pérez, JA Lozano University of the Basque Country, 2009 | 1 | 2009 |
Advances in Error Estimation and Multi-Dimensional Supervised Classification JD Rodrıguez University of the Basque Country, 2013 | | 2013 |
Forecasting recruitment of multiple fish species using multi-dimensional Bayesian network classifiers JA Fernandes, JA Lozano, I Inza, X Irigoien, JD Rodríguez, A Pérez | | |