Juan Diego Rodríguez
Title
Cited by
Cited by
Year
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
8352009
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
1272012
Multi-objective learning of multi-dimensional Bayesian classifiers
JD Rodríguez, JA Lozano
2008 Eighth International Conference on Hybrid Intelligent Systems, 501-506, 2008
442008
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
282013
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
272012
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
272012
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
102010
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
62010
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
52003
Repeated stratified k-fold cross-validation on supervised classification with naive Bayes classifier: An empirical analysis.
JD Rodríguez, JA Lozano
22007
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
12009
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
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Articles 1–13