Mikel Galar

An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes

Mikel Galar, Alberto Fernández, Edurne Barrenechea et al. · Pattern Recognition · 2011 · 761 citations

Data Classification, Classification Method, Engineering +10

EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling

Mikel Galar, Alberto Fernández, Edurne Barrenechea et al. · Pattern Recognition · 2013 · 420 citations

Data Classification, Evolutionary Undersampling, Machine Learning +10

Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches

Alberto Fernández, Victoria López, Mikel Galar et al. · Knowledge-Based Systems · 2013 · 376 citations

Data Classification, Classification Method, Engineering +14

Evolutionary undersampling boosting for imbalanced classification of breast cancer malignancy

Bartosz Krawczyk, Mikel Galar, Łukasz Jeleń et al. · Applied Soft Computing · 2015 · 258 citations

Classification Method, Breast Oncology, Oncology +12

A New Approach to Interval-Valued Choquet Integrals and the Problem of Ordering in Interval-Valued Fuzzy Set Applications

Humberto Bustince, Mikel Galar, Benjamín Bedregal et al. · IEEE Transactions on Fuzzy Systems · 2013 · 195 citations

Mathematical Programming, Engineering, Admissible Order +19