 | 2009 |
|---|
| 11 |       | Gonzalo Martínez-Muñoz,
Daniel Hernández-Lobato,
Alberto Suárez:
Statistical Instance-Based Ensemble Pruning for Multi-class Problems.
ICANN (1) 2009: 90-99 |
| 10 | | Gonzalo Martínez-Muñoz,
Daniel Hernández-Lobato,
Alberto Suárez:
An Analysis of Ensemble Pruning Techniques Based on Ordered Aggregation.
IEEE Trans. Pattern Anal. Mach. Intell. 31(2): 245-259 (2009) |
| 9 | | Daniel Hernández-Lobato,
Gonzalo Martínez-Muñoz,
Alberto Suárez:
Statistical Instance-Based Pruning in Ensembles of Independent Classifiers.
IEEE Trans. Pattern Anal. Mach. Intell. 31(2): 364-369 (2009) |
| 2008 |
|---|
| 8 | | Daniel Hernández-Lobato:
Sparse Bayes Machines for Binary Classification.
ICANN (1) 2008: 205-214 |
| 7 | | Daniel Hernández-Lobato,
José Miguel Hernández-Lobato:
Bayes Machines for binary classification.
Pattern Recognition Letters 29(10): 1466-1473 (2008) |
| 2007 |
|---|
| 6 | | Gonzalo Martínez-Muñoz,
Daniel Hernández-Lobato,
Alberto Suárez:
Selection of Decision Stumps in Bagging Ensembles.
ICANN (1) 2007: 319-328 |
| 5 | | José Miguel Hernández-Lobato,
Daniel Hernández-Lobato,
Alberto Suárez:
GARCH Processes with Non-parametric Innovations for Market Risk Estimation.
ICANN (2) 2007: 718-727 |
| 4 | | Daniel Hernández-Lobato,
Gonzalo Martínez-Muñoz,
Alberto Suárez:
Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles.
IDEAL 2007: 47-56 |
| 2006 |
|---|
| 3 | | Gonzalo Martínez-Muñoz,
Aitor Sánchez-Martínez,
Daniel Hernández-Lobato,
Alberto Suárez:
Building Ensembles of Neural Networks with Class-Switching.
ICANN (1) 2006: 178-187 |
| 2 | | Daniel Hernández-Lobato,
José Miguel Hernández-Lobato,
Rubén Ruiz-Torrubiano,
Ángel Valle:
Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm.
IDEAL 2006: 322-329 |
| 1 | | Daniel Hernández-Lobato,
Gonzalo Martínez-Muñoz,
Alberto Suárez:
Pruning in Ordered Regression Bagging Ensembles.
IJCNN 2006: 1266-1273 |
