Sechidis, Konstantinos

9 publications

MLJ 2020 Correction to: Efficient Feature Selection Using Shrinkage Estimators Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown

MLJ 2019 Efficient Feature Selection Using Shrinkage Estimators Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown

ECML-PKDD 2019 On the Stability of Feature Selection in the Presence of Feature Correlations Konstantinos Sechidis, Konstantinos Papangelou, Sarah Nogueira, James Weatherall, Gavin Brown

MLJ 2018 Simple Strategies for Semi-Supervised Feature Selection Konstantinos Sechidis, Gavin Brown

ECML-PKDD 2018 Toward an Understanding of Adversarial Examples in Clinical Trials Konstantinos Papangelou, Konstantinos Sechidis, James Weatherall, Gavin Brown

PGM 2016 Estimating Mutual Information in Under-Reported Variables Konstantinos Sechidis, Matthew Sperrin, Emily Petherick, Gavin Brown

ECML-PKDD 2015 Markov Blanket Discovery in Positive-Unlabelled and Semi-Supervised Data Konstantinos Sechidis, Gavin Brown

ECML-PKDD 2014 Statistical Hypothesis Testing in Positive Unlabelled Data Konstantinos Sechidis, Borja Calvo, Gavin Brown

ECML-PKDD 2011 On the Stratification of Multi-Label Data Konstantinos Sechidis, Grigorios Tsoumakas, Ioannis P. Vlahavas