New filter approaches for feature selection using differential evolution and fuzzy rough set theory

E Hancer - Neural Computing and Applications, 2020 - Springer
Nowadays the incredibly advanced developments in information technologies have led to
exponential growth in the datasets with respect to both the dimensionality and the sample …

Hybrid evolutionary algorithms for classification data mining

M Panda, A Abraham - Neural Computing and Applications, 2015 - Springer
In this paper, we propose novel methods to find the best relevant feature subset using fuzzy
rough set-based attribute subset selection with biologically inspired algorithm search such …