18 citations · 22 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 18 cited
Feature Selection: A perspective on inter-attribute cooperation
Gustavo Sosa-Cabrera, Santiago Gómez-Guerrero, Miguel García-Torres +1
High-dimensional datasets depict a challenge for learning tasks in data mining and machine learning. Feature selection is an effective technique in dealing with dimensionality redu…
cs.LG2017★ 4 cited
Understanding a Version of Multivariate Symmetric Uncertainty to assist in Feature Selection
Gustavo Sosa-Cabrera, Miguel García-Torres, Santiago Gómez +2
In this paper, we analyze the behavior of the multivariate symmetric uncertainty (MSU) measure through the use of statistical simulation techniques under various mixes of informati…