Verwer, Sicco

12 publications

IJCAI 2023 Optimal Decision Tree Policies for Markov Decision Processes Daniël Vos, Sicco Verwer

ECML-PKDD 2022 Adversarially Robust Decision Tree Relabeling Daniël Vos, Sicco Verwer

AAAI 2022 Robust Optimal Classification Trees Against Adversarial Examples Daniël Vos, Sicco Verwer

ECML-PKDD 2022 SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting Azqa Nadeem, Sicco Verwer

ICML 2021 Efficient Training of Robust Decision Trees Against Adversarial Examples Daniël Vos, Sicco Verwer

AAAI 2019 Learning Optimal Classification Trees Using a Binary Linear Program Formulation Sicco Verwer, Yingqian Zhang

PGM 2016 Learning Complex Uncertain States Changes via Asymmetric Hidden Markov Models: An Industrial Case Marcos L.P. Bueno, Arjen Hommersom, Peter J.F. Lucas, Sicco Verwer, Alexis Linard

MLJ 2014 Improving Active Mealy Machine Learning for Protocol Conformance Testing Fides Aarts, Harco Kuppens, Jan Tretmans, Frits W. Vaandrager, Sicco Verwer

MLJ 2014 PAutomaC: A Probabilistic Automata and Hidden Markov Models Learning Competition Sicco Verwer, Rémi Eyraud, Colin de la Higuera

MLJ 2012 Efficiently Identifying Deterministic Real-Time Automata from Labeled Data Sicco Verwer, Mathijs de Weerdt, Cees Witteveen

ALT 2012 Regular Inference as Vertex Coloring Christophe Costa Florêncio, Sicco Verwer

IJCAI 2011 Learning Driving Behavior by Timed Syntactic Pattern Recognition Sicco Verwer, Mathijs de Weerdt, Cees Witteveen