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Mikel Galar | Researchclopedia

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Mikel Galar

172

Works

9,437

Citations

38

h-index

68

i10-index

Research Topics

Imbalanced Data Classification Techniques Fuzzy Logic and Control Systems Machine Learning and Data Classification

Affiliations

Universidad Publica de Navarra2009–2025

Navarre Institute of Health Research2018–2025

Clinica Universidad de Navarra2025–2025

Universidad de Navarra2009–2025

Top Works

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

Mikel Galar,Alberto Fernández,et al.

20112,768 citations

Multi-Criteria Decision Making

Fuzzy Systems and Optimization

Learning from Imbalanced Data Sets

Alberto Fernández,Salvador García,et al.

20181,267 citations

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,et al.

2011762 citations

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

Mikel Galar,Alberto Fernández,et al.

2013422 citations

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

Alberto Fernández,Victoria López,et al.

2013379 citations

Evolutionary undersampling boosting for imbalanced classification of breast cancer malignancy

Bartosz Krawczyk,Mikel Galar,et al.

2015262 citations

Learning from Imbalanced Data Sets

Alberto Ferna ndez,Salvador Garcı ́a,et al.

2018198 citations

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

Humberto Bustince,Mikel Galar,et al.

2013195 citations

Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between $n$-Dimensional Overlap Functions and Decomposition Strategies

Mikel Elkano,Mikel Galar,et al.

2014161 citations