Alberto Fernández - Researcher Profile

Publications

3 shown

Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to?

Alberto Fernández , Francisco Herrera , Óscar Cordón +2 more

Evolutionary fuzzy systems are one of the greatest advances within the area of computational intelligence. They consist of evolutionary algorithms applied to the design of fuzzy...

2019 IEEE Computational Intelligence Magazine 218 citations

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

Alberto Fernández , Salvador García , Francisco Herrera +1 more

The Synthetic Minority Oversampling Technique (SMOTE) preprocessing algorithm is considered "de facto" standard in the framework of learning from imbalanced data. This is due to...

2018 Journal of Artificial Intelligence Re... 1895 citations

Learning from Imbalanced Data Sets

Alberto Fernández , Salvador García , Mikel Galar +3 more

2018 1199 citations

Frequent Co-Authors

Researcher Info

h-index: 3
Publications: 3
Citations: 3,312
Institution: Instituto Andaluz de Ciencias de la Tierra

External Links

ORCID Profile Google Scholar

Identifiers

ORCID: 0000-0002-6480-8434

Impact Metrics

h-index 3

h-index: Number of publications with at least h citations each.