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 · 317 citations

Computing, Computer Science, Algorithms +16

Pruning in ordered bagging ensembles

Gonzalo Martínez-Muñoz, Alberto Suárez · 2006 · 178 citations

Computing, Computer Science, Data Science +16

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

Gonzalo Martínez-Muñoz, Alberto Suárez · Pattern Recognition · 2009 · 134 citations · Full text

Public Health, Decision Sciences, Data Mining +9

Using boosting to prune bagging ensembles

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

Computing, Computer Science, Data Mining +11

Switching class labels to generate classification ensembles

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

Computing, Computer Science, Data Mining +11