Vens, Celine

7 publications

ECML-PKDD 2025 BellatrExplorer: An Interactive Random Forest Local Explainability Dashboard Robbe D'hondt, Celine Vens

ECML-PKDD 2025 Sequential Rule Analysis of ICU Patient Vital Signals and Alarms Michela Venturini, Len Feremans, Wouter De Corte, Celine Vens

MLJ 2022 Predicting Survival Outcomes in the Presence of Unlabeled Data Fateme Nateghi Haredasht, Celine Vens

ECML-PKDD 2020 Predictive Bi-Clustering Trees for Hierarchical Multi-Label Classification Bruna Zamith Santos, Felipe Kenji Nakano, Ricardo Cerri, Celine Vens

MLJ 2018 Global Multi-Output Decision Trees for Interaction Prediction Konstantinos Pliakos, Pierre Geurts, Celine Vens

MLJ 2008 Decision Trees for Hierarchical Multi-Label Classification Celine Vens, Jan Struyf, Leander Schietgat, Saso Dzeroski, Hendrik Blockeel

MLJ 2006 First Order Random Forests: Learning Relational Classifiers with Complex Aggregates Anneleen Van Assche, Celine Vens, Hendrik Blockeel, Saso Dzeroski