Publications
A Preliminary Study on Selecting the Optimal Cut Points in Discretization by Evolutionary Algorithms,
, 1st International Conference on Pattern Recognition Applications and Methods (ICPRAM), February, Villamoura - (Portugal), p.211-216, (2012)
2012 - ICPRAM.pdf (106.28 KB)
Addressing Imbalanced Classification with Instance Generation Techniques: IPADE-ID,
, Neurocomputing, Volume 126, p.15-28, (2014)
2014-Lopez-NEUROCOMPUTING.pdf (933.25 KB)
Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics,
, Expert Systems with Applications, Volume 39, Number 7, p.6585-6608, (2012)