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Publications of Author

1. Gonzalo Martínez-Muñoz, Aitor Sánchez-Martínez, Daniel Hernández-Lobato, Alberto Suárez
   Building Ensembles of Neural Networks with Class-Switching. [Citation Graph (0, 0)][DBLP]
   ICANN (1), 2006, pp:178-187 [Conf]
   
2. Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Rubén Ruiz-Torrubiano, Ángel Valle
   Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm. [Citation Graph (0, 0)][DBLP]
   IDEAL, 2006, pp:322-329 [Conf]
   
3. José Miguel Hernández-Lobato, Daniel Hernández-Lobato, Alberto Suárez
   GARCH Processes with Non-parametric Innovations for Market Risk Estimation. [Citation Graph (0, 0)][DBLP]
   ICANN (2), 2007, pp:718-727 [Conf]
   
4. Gonzalo Martínez-Muñoz, Daniel Hernández-Lobato, Alberto Suárez
   Selection of Decision Stumps in Bagging Ensembles. [Citation Graph (0, 0)][DBLP]
   ICANN (1), 2007, pp:319-328 [Conf]
   
5. 
   Sparse Bayes Machines for Binary Classification. [Citation Graph (, )][DBLP]
   
   
6. 
   Statistical Instance-Based Ensemble Pruning for Multi-class Problems. [Citation Graph (, )][DBLP]
   
   
7. 
   Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles. [Citation Graph (, )][DBLP]
   
   
8. 
   Pruning in Ordered Regression Bagging Ensembles. [Citation Graph (, )][DBLP]
   
   
9. 
   A Double Pruning Algorithm for Classification Ensembles. [Citation Graph (, )][DBLP]
   
   
10. 
    Expectation Propagation for Bayesian Multi-task Feature Selection. [Citation Graph (, )][DBLP]