Nijssen, Siegfried

21 publications

IJCAI 2025 Learning from Logical Constraints with Lower- and Upper-Bound Arithmetic Circuits Lucile Dierckx, Alexandre Dubray, Siegfried Nijssen

ECML-PKDD 2022 Learning Optimal Decision Trees Under Memory Constraints Gaël Aglin, Siegfried Nijssen, Pierre Schaus

ECML-PKDD 2022 Time Constrained DL8.5 Using Limited Discrepancy Search Harold Silvère Kiossou, Pierre Schaus, Siegfried Nijssen, Vinasétan Ratheil Houndji

JAIR 2021 Generic Constraint-Based Block Modeling Using Constraint Programming Alex Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus

ECML-PKDD 2021 Iterated Matrix Reordering Gauthier Van Vracem, Siegfried Nijssen

AAAI 2020 Constraint Programming for an Efficient and Flexible Block Modeling Solver Alex Lucía Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus

AAAI 2020 Learning Optimal Decision Trees Using Caching Branch-and-Bound Search Gaël Aglin, Siegfried Nijssen, Pierre Schaus

IJCAI 2020 Learning Optimal Decision Trees Using Constraint Programming (Extended Abstract) Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, Pierre Schaus

IJCAI 2020 PyDL8.5: A Library for Learning Optimal Decision Trees Gaël Aglin, Siegfried Nijssen, Pierre Schaus

IJCAI 2019 Stochastic Constraint Propagation for Mining Probabilistic Networks Anna Louise D. Latour, Behrouz Babaki, Siegfried Nijssen

ECML-PKDD 2016 Bipeline: A Web-Based Visualization Tool for Biclustering of Multivariate Time Series Ricardo Cachucho, Kaihua Liu, Siegfried Nijssen, Arno J. Knobbe

ECML-PKDD 2014 Ranked Tiling Thanh Le Van, Matthijs van Leeuwen, Siegfried Nijssen, Ana Carolina Fierro, Kathleen Marchal, Luc De Raedt

AAAI 2013 Formalizing Hierarchical Clustering as Integer Linear Programming Sean Gilpin, Siegfried Nijssen, Ian N. Davidson

IJCAI 2013 MiningZinc: A Modeling Language for Constraint-Based Mining Tias Guns, Anton Dries, Guido Tack, Siegfried Nijssen, Luc De Raedt

MLJ 2012 K-Optimal: A Novel Approximate Inference Algorithm for ProbLog Joris Renkens, Guy Van den Broeck, Siegfried Nijssen

ECML-PKDD 2012 MDL-Based Analysis of Time Series at Multiple Time-Scales Ugo Vespier, Arno J. Knobbe, Siegfried Nijssen, Joaquin Vanschoren

AAAI 2010 Constraint Programming for Data Mining and Machine Learning Luc De Raedt, Tias Guns, Siegfried Nijssen

ECML-PKDD 2010 Integrating Constraint Programming and Itemset Mining Siegfried Nijssen, Tias Guns

JMLR 2009 Polynomial-Delay Enumeration of Monotonic Graph Classes Jan Ramon, Siegfried Nijssen

ICML 2008 Bayes Optimal Classification for Decision Trees Siegfried Nijssen

IJCAI 2001 Faster Association Rules for Multiple Relations Siegfried Nijssen, Joost N. Kok