1 code implementation • 16 Apr 2018 • Sergio Ramírez-Gallego, Salvador García, Ning Xiong, Francisco Herrera
Empirical tests performed on our method show its estimation ability in manifold huge sets --both in number of features and instances--, as well as its simplified runtime cost (specially, at the redundancy detection step).
1 code implementation • IEEE 2017 2017 • Sergio Ramírez-Gallego, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Amparo Alonso-Betanzos, Francisco Herrera
With the advent of extremely high dimensional datasets, dimensionality reduction techniques are becoming mandatory.
no code implementations • 13 Oct 2016 • Sergio Ramírez-Gallego, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Amparo Alonso-Betanzos, Francisco Herrera
With the advent of extremely high dimensional datasets, dimensionality reduction techniques are becoming mandatory.