Calders, Toon

15 publications

MLJ 2025 Cherry on the Cake: Fairness Is NOT an Optimization Problem Marco Favier, Toon Calders

ECML-PKDD 2024 FairFlow: An Automated Approach to Model-Based Counterfactual Data Augmentation for NLP Ewoenam Kwaku Tokpo, Toon Calders

ECML-PKDD 2024 Interpretable and Fair Mechanisms for Abstaining Classifiers Daphne Lenders, Andrea Pugnana, Roberto Pellungrini, Toon Calders, Dino Pedreschi, Fosca Giannotti

MLJ 2024 PreCoF: Counterfactual Explanations for Fairness Sofie Goethals, David Martens, Toon Calders

MLJ 2023 How to Be Fair? a Study of Label and Selection Bias Marco Favier, Toon Calders, Sam Pinxteren, Jonathan Meyer

MLJ 2018 Introduction to the Special Issue on Discovery Science Michelangelo Ceci, Toon Calders

ECML-PKDD 2017 Activity-Driven Influence Maximization in Social Networks Rohit Kumar, Muhammad Aamir Saleem, Toon Calders, Xike Xie, Torben Bach Pedersen

ECML-PKDD 2015 HiDER: Query-Driven Entity Resolution for Historical Data Bijan Ranjbar Sahraei, Julia Efremova, Hossein Rahmani, Toon Calders, Karl Tuyls, Gerhard Weiss

ECML-PKDD 2015 Maintaining Sliding-Window Neighborhood Profiles in Interaction Networks Rohit Kumar, Toon Calders, Aristides Gionis, Nikolaj Tatti

MLJ 2014 Guest Editors' Introduction: Special Issue of the ECML/PKDD 2014 Journal Track Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo

ECML-PKDD 2014 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo

ECML-PKDD 2014 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo

ECML-PKDD 2014 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part III Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo

ALT 2012 Recent Developments in Pattern Mining Toon Calders

ECML-PKDD 2008 Mining Conjunctive Sequential Patterns Chedy Raïssi, Toon Calders, Pascal Poncelet