Tias Guns
Tias Guns
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TitleCited byYear
Constraint programming for itemset mining
L De Raedt, T Guns, S Nijssen
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
1842008
Itemset mining: A constraint programming perspective
T Guns, S Nijssen, L De Raedt
Artificial Intelligence 175 (12-13), 1951-1983, 2011
1802011
Correlated itemset mining in ROC space: a constraint programming approach
S Nijssen, T Guns, L De Raedt
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
912009
k-Pattern set mining under constraints
T Guns, S Nijssen, L De Raedt
IEEE Transactions on Knowledge and Data Engineering 25 (2), 402-418, 2011
752011
k-Pattern set mining under constraints
T Guns, S Nijssen, L De Raedt
IEEE Transactions on Knowledge and Data Engineering 25 (2), 402-418, 2011
752011
Constraint programming for data mining and machine learning
L De Raedt, T Guns, S Nijssen
Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
722010
Miningzinc: A modeling language for constraint-based mining
T Guns, A Dries, G Tack, S Nijssen, L De Raedt
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
57*2013
Constraint-based sequence mining using constraint programming
B Negrevergne, T Guns
International Conference on AI and OR Techniques in Constriant Programming …, 2015
492015
Miningzinc: A modeling language for constraint-based mining
T Guns, A Dries, G Tack, S Nijssen, L De Raedt
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
402013
Constrained clustering using column generation
B Babaki, T Guns, S Nijssen
International Conference on AI and OR Techniques in Constriant Programming …, 2014
392014
Dominance programming for itemset mining
B Negrevergne, A Dries, T Guns, S Nijssen
2013 IEEE 13th International Conference on Data Mining, 557-566, 2013
322013
MiniSearch: a solver-independent meta-search language for MiniZinc
A Rendl, T Guns, PJ Stuckey, G Tack
International Conference on Principles and Practice of Constraint …, 2015
262015
Unveiling combinatorial regulation through the combination of ChIP information and in silico cis -regulatory module detection
H Sun, T Guns, AC Fierro, L Thorrez, S Nijssen, K Marchal
Nucleic acids research 40 (12), e90-e90, 2012
252012
An efficient algorithm for mining frequent sequence with constraint programming
JOR Aoga, T Guns, P Schaus
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016
212016
MiningZinc: A declarative framework for constraint-based mining
T Guns, A Dries, S Nijssen, G Tack, L De Raedt
Artificial Intelligence 244, 6-29, 2017
202017
Integrating constraint programming and itemset mining
S Nijssen, T Guns
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
202010
CoverSize: a global constraint for frequency-based itemset mining
P Schaus, JOR Aoga, T Guns
International Conference on Principles and Practice of Constraint …, 2017
172017
Evaluating pattern set mining strategies in a constraint programming framework
T Guns, S Nijssen, L De Raedt
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 382-394, 2011
172011
Learning constraints in spreadsheets and tabular data
S Kolb, S Paramonov, T Guns, L De Raedt
Machine Learning 106 (9-10), 1441-1468, 2017
162017
Declarative pattern mining using constraint programming
T Guns
Constraints 20 (4), 492-493, 2015
142015
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