Konstantinos Sechidis's repositories
2018-MLJ-Semi-supervised-feature-selection
Matlab code of the paper "Simple Strategies for Semi-Supervised Feature Selection", published in Machine Learning Journal
2019-ECML-Stability-correlations
Matlab code for the methods presented in the paper "On The Stability of Feature Selection in the Presence of Feature Correlations" (Under review)
2019-Entropy-Multi-target-feature-selection
Matlab code for the methods presented in the paper "Multi-target feature selection through output space clustering"
2019-MLJ-Efficient-feature-selection-using-shrinkage-estimators
Matlab code for the methods presented in the paper "Efficient Feature Selection Using Shrinkage Estimators"
2018-Bioinformatics-Predictive-Biomarker-Discovery
R code for the methods presented in the paper "Distinguishing prognostic and predictive biomarkers: An information theoretic approach", published in Bioinformatics
2021-SiM-Predictive-Knockoffs
R code for the methods presented in the paper "Using knockoffs for controlled predictive biomarker identification"
2017-IJAR-Under-reported-variables
Matlab code of the paper "Dealing with Under-reported Variables: An Information Theoretic Solution", published in the International Journal of Approximate Reasoning
sechidis.github.io
personal webpage