Publications
Addressing Overlapping in Classification with Imbalanced Datasets: A First Multi-objective Approach for Feature and Instance Selection,
, Intelligent Data Engineering and Automated Learning – IDEAL 2015, Cham, p.36–44, (2015)
Cost Sensitive and Preprocessing for Classification with Imbalanced Data-sets: Similar Behaviour and Potential Hybridizations,
, ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, 02, Volume 2, (2012)
Un primer estudio sobre el uso de los sistemas de clasificación basados en reglas difusas en problemas de clasificación con clases no balanceadas,
, XIV Congreso Español sobre tecnologías y lógica fuzzy, 01, Ciudad Real (Español), (2006)
Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets,
, Pattern Recognition Letters, 11, Volume 31, Number 15, p.2375-2388, (2010)
Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks,
, WIREs Data Mining and Knowledge Discovery, Volume 4, Number 5, p.380-409, (2014)