 | 2010 |
|---|
| 12 |       | Gonzalo Martínez-Muñoz,
Alberto Suárez:
Out-of-bag estimation of the optimal sample size in bagging.
Pattern Recognition 43(1): 143-152 (2010) |
| 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) |
| 2007 |
|---|
| 8 | | Gonzalo Martínez-Muñoz,
Daniel Hernández-Lobato,
Alberto Suárez:
Selection of Decision Stumps in Bagging Ensembles.
ICANN (1) 2007: 319-328 |
| 7 | | Daniel Hernández-Lobato,
Gonzalo Martínez-Muñoz,
Alberto Suárez:
Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles.
IDEAL 2007: 47-56 |
| 6 | | Gonzalo Martínez-Muñoz,
Alberto Suárez:
Using boosting to prune bagging ensembles.
Pattern Recognition Letters 28(1): 156-165 (2007) |
| 2006 |
|---|
| 5 | | Gonzalo Martínez-Muñoz,
Aitor Sánchez-Martínez,
Daniel Hernández-Lobato,
Alberto Suárez:
Building Ensembles of Neural Networks with Class-Switching.
ICANN (1) 2006: 178-187 |
| 4 | | Gonzalo Martínez-Muñoz,
Alberto Suárez:
Pruning in ordered bagging ensembles.
ICML 2006: 609-616 |
| 3 | | Sergio García-Moratilla,
Gonzalo Martínez-Muñoz,
Alberto Suárez:
Evaluation of Decision Tree Pruning with Subadditive Penalties.
IDEAL 2006: 995-1002 |
| 2 | | Daniel Hernández-Lobato,
Gonzalo Martínez-Muñoz,
Alberto Suárez:
Pruning in Ordered Regression Bagging Ensembles.
IJCNN 2006: 1266-1273 |
| 2005 |
|---|
| 1 | | Gonzalo Martínez-Muñoz,
Alberto Suárez:
Switching class labels to generate classification ensembles.
Pattern Recognition 38(10): 1483-1494 (2005) |
