Tias Guns
Tias Guns
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Itemset mining: A constraint programming perspective
T Guns, S Nijssen, L De Raedt
Artificial Intelligence 175 (12-13), 1951-1983, 2011
2062011
Constraint programming for itemset mining
L De Raedt, T Guns, S Nijssen
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
1982008
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
982009
Constraint programming for data mining and machine learning
L De Raedt, T Guns, S Nijssen
Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 2010
802010
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
792011
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
792011
MiningZinc: A Modeling Language for Constraint-Based Mining.
T Guns, A Dries, G Tack, S Nijssen, L De Raedt
IJCAI 13, 1365-1372, 2013
67*2013
Constraint-based sequence mining using constraint programming
B Negrevergne, T Guns
International Conference on AI and OR Techniques in Constriant Programming …, 2015
552015
Constrained clustering using column generation
B Babaki, T Guns, S Nijssen
International Conference on AI and OR Techniques in Constriant Programming …, 2014
522014
MiningZinc: A Modeling Language for Constraint-Based Mining.
T Guns, A Dries, G Tack, S Nijssen, L De Raedt
IJCAI 13, 1365-1372, 2013
452013
Dominance programming for itemset mining
B Negrevergne, A Dries, T Guns, S Nijssen
2013 IEEE 13th International Conference on Data Mining, 557-566, 2013
382013
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
322015
Learning constraints in spreadsheets and tabular data
S Kolb, S Paramonov, T Guns, L De Raedt
Machine Learning 106 (9), 1441-1468, 2017
282017
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
282017
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
262016
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
262012
Coversize: A global constraint for frequency-based itemset mining
P Schaus, JOR Aoga, T Guns
International Conference on Principles and Practice of Constraint …, 2017
242017
Integrating constraint programming and itemset mining
S Nijssen, T Guns
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
222010
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
192011
Smart predict-and-optimize for hard combinatorial optimization problems
J Mandi, PJ Stuckey, T Guns
Proceedings of the AAAI Conference on Artificial Intelligence 34 (02), 1603-1610, 2020
162020
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Artikelen 1–20