Gonzalo Martínez-Muñoz

An Analysis of Ensemble Pruning Techniques Based on Ordered Aggregation

Gonzalo Martínez-Muñoz, Daniel Hernández-Lobato, Alberto Suárez · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 313 citations · Full text

Engineering, Machine Learning, Data Aggregation +18

Pruning in ordered bagging ensembles

Gonzalo Martínez-Muñoz, Alberto Suárez · 2006 · 175 citations · Full text

Data Classification, Classification Method, Engineering +15

Out-of-bag estimation of the optimal sample size in bagging

Gonzalo Martínez-Muñoz, Alberto Suárez · Pattern Recognition · 2009 · 133 citations · Full text

Optimal Sample Size, Engineering, Sampling Technique +6

Using boosting to prune bagging ensembles

Gonzalo Martínez-Muñoz, Alberto Suárez · Pattern Recognition Letters · 2006 · 110 citations · Full text

Engineering, Machine Learning, Data Science +9

Switching class labels to generate classification ensembles

Gonzalo Martínez-Muñoz, Alberto Suárez · Pattern Recognition · 2005 · 90 citations · Full text

Class Labels, Classification Method, Engineering +11