no code implementations • 16 Jan 2020 • Diego García-Gil, Salvador García, Ning Xiong, Francisco Herrera
Ensembles have shown to be able to successfully address imbalanced data problems.
1 code implementation • 14 Oct 2018 • Alejandro Alcalde-Barros, Diego García-Gil, Salvador García, Francisco Herrera
Data preprocessing techniques are devoted to correct or alleviate errors in data.
no code implementations • 6 Apr 2017 • Diego García-Gil, Julián Luengo, Salvador García, Francisco Herrera
In any knowledge discovery process the value of extracted knowledge is directly related to the quality of the data used.