2 papers
cs.LG2019
A Comparative Analysis of Feature Selection Methods for Biomarker Discovery in Study of Toxicant-treated Atlantic Cod (Gadus morhua) Liver
Xiaokang Zhang, Inge Jonassen
Univariate and multivariate feature selection methods can be used for biomarker discovery in analysis of toxicant exposure. Among the univariate methods, differential expression an…
cs.LG2018
EFSIS: Ensemble Feature Selection Integrating Stability
Xiaokang Zhang, Inge Jonassen
Ensemble learning that can be used to combine the predictions from multiple learners has been widely applied in pattern recognition, and has been reported to be more robust and acc…