• Cost-sensitive ensemble learning: a unifying framework 

      Petrides, George; Verbeke, Wouter (Journal article; Peer reviewed, 2022)
      Over the years, a plethora of cost-sensitive methods have been proposed for learning on data when different types of misclassification errors incur different costs. Our contribution is a unifying framework that provides a ...
    • A number theoretic view on binary shift registers 

      Petrides, George (Journal article; Peer reviewed, 2022)
      We describe a number theoretic view on binary shift registers. We illustrate this approach on some basic shift registers by revisiting known and obtaining new results, which we prove using tools from basic number theory, ...
    • An Optimal Universal Construction for the Threshold Implementation of Bijective S-Boxes 

      Piccione, Enrico; Andreoli, Samuele; Budaghyan, Lilya; Carlet, Claude Michael; Dhooghe, Siemen; Nikova, Svetla; Petrides, George; Rijmen, Vincent Stefaan (Journal article; Peer reviewed, 2023)
      Threshold implementation is a method based on secret sharing to secure cryptographic ciphers (and in particular S-boxes) against differential power analysis side-channel attacks which was proposed by Nikova, Rechberger, ...
    • Predicting employee absenteeism for cost effective interventions 

      Lawrance, Natalie; Petrides, George; Guerry, Marie-Anne (Journal article; Peer reviewed, 2021)
      This paper describes a decision support system designed for a Belgian Human Resource (HR) and Well-Being Service Provider. Their goal is to improve health and well-being in the workplace, and to this end, the task is to ...