Frederic Don-de-dieu Aglin, Siegfried Nijssen, Pierre Schaus (2020):
Learning Optimal Decision Trees Using Caching Branch-and-Bound Search.
In: Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence.
John Aoga, Siegfried Nijssen, Pierre Schaus (2019):
Modeling Pattern Set Mining using Boolean Circuits.
In: Proceedings of the 25th International Conference on Principles and Practice of Constraint Programming, pages 621-638.
Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, Pierre Schaus (2019):
Learning Optimal Decision Trees using Constraint Programming.
In: Principles and Practice of Constraint Programming.
Alex Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus (2019):
Generic Constraint-based Block Modeling using Constraint Programming.
In: Proceedings of the 25th International Conference on Principles and Practice of Constraint Programming, pages 656-673.
Hoang Son Pham, Siegfried Nijssen, Kim Mens (2019):
Mining Patterns in Source Code Using Tree Mining Algorithms.
In: Discovery Science, pages 471-480.
Anna Louise D. Latour, Behrouz Babaki, Siegfried Nijssen (2019):
Stochastic Constraint Propagation for Mining Probabilistic Networks.
In: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, pages 1137-1145.
Daniël Fokkinga, Anna Louise D. Latour, Marie Anastacio, Siegfried Nijssen, Holger Hoos (2019):
Programming a Stochastic Constraint Optimisation Algorithm, by Optimisation. In: Proceedings of the IJCAI Workshop on Data Science Meets Optimisation.