58 citations · 59 across the 3 of their papers we have counts for
3 papers
An iterative feature selection method for GRNs inference by exploring topological properties
Fabrício Martins Lopes, David C. Martins-Jr, Junior Barrera +1
An important problem in bioinformatics is the inference of gene regulatory networks (GRN) from temporal expression profiles. In general, the main limitations faced by GRN inference…
A branch-and-bound feature selection algorithm for U-shaped cost functions
Marcelo Ris, Junior Barrera, David C. Martins
This paper presents the formulation of a combinatorial optimization problem with the following characteristics: i.the search space is the power set of a finite set structured as a…
DimReduction - Interactive Graphic Environment for Dimensionality Reduction
Fabricio Martins Lopes, David Correa Martins-Jr, Roberto M. Cesar-Jr
Feature selection is a pattern recognition approach to choose important variables according to some criteria to distinguish or explain certain phenomena. There are many genomic and…