Imputation Methods Outperform Missing-Indicator for Data Missing Completely at Random. - António Pereira Barata; Frank W. Takes; H. Jaap van den Herik; Cor J. Veenman (ICDM Workshops, 2019)

The eXPose Approach to Crosslier Detection. - António Pereira Barata; Frank W. Takes; H. Jaap van den Herik; Cor J. Veenman (ICPR, 2020)

Large-scale machine learning for business sector prediction. - Mitch N. Angenent; António Pereira Barata; Frank W. Takes (SAC, 2020)

Fair Tree Learning. - António Pereira Barata; Cor J. Veenman (CoRR, 2021)

Fair automated assessment of noncompliance in cargo ship networks. - Gerrit Jan de Bruin; António Pereira Barata; H. Jaap van den Herik; Frank W. Takes; Cor J. Veenman (EPJ Data Sci., 2022)

Fair tree classifier using strong demographic parity. - António Pereira Barata; Frank W. Takes; H. Jaap van den Herik; Cor J. Veenman (Mach. Learn., 2024)