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Tias Guns
Tias Guns
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Title
Cited by
Cited by
Year
Itemset mining: A constraint programming perspective
T Guns, S Nijssen, L De Raedt
Artificial Intelligence 175 (12-13), 1951-1983, 2011
2192011
Constraint programming for itemset mining
L De Raedt, T Guns, S Nijssen
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
2122008
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
992009
Constraint programming for data mining and machine learning
L De Raedt, T Guns, S Nijssen
Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
852010
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
812011
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
812011
MiningZinc: A Modeling Language for Constraint-Based Mining.
T Guns, A Dries, G Tack, S Nijssen, L De Raedt
IJCAI 13, 1365-1372, 2013
74*2013
Constrained clustering using column generation
B Babaki, T Guns, S Nijssen
International Conference on Integration of Constraint Programming …, 2014
592014
Constraint-based sequence mining using constraint programming
B Negrevergne, T Guns
International Conference on Integration of Constraint Programming …, 2015
572015
MiningZinc: A Modeling Language for Constraint-Based Mining.
T Guns, A Dries, G Tack, S Nijssen, L De Raedt
IJCAI 13, 1365-1372, 2013
462013
Dominance programming for itemset mining
B Negrevergne, A Dries, T Guns, S Nijssen
2013 IEEE 13th International Conference on Data Mining, 557-566, 2013
402013
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
382020
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
372015
Coversize: A global constraint for frequency-based itemset mining
P Schaus, JOR Aoga, T Guns
International Conference on Principles and Practice of Constraint …, 2017
362017
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
362017
An investigation into prediction+ optimisation for the knapsack problem
E Demirović, PJ Stuckey, J Bailey, J Chan, C Leckie, K Ramamohanarao, ...
International Conference on Integration of Constraint Programming …, 2019
302019
Learning constraints in spreadsheets and tabular data
S Kolb, S Paramonov, T Guns, L De Raedt
Machine Learning 106 (9), 1441-1468, 2017
302017
Monitoring urban-freight transport based on GPS trajectories of heavy-goods vehicles
S Hadavi, S Verlinde, W Verbeke, C Macharis, T Guns
IEEE Transactions on Intelligent Transportation Systems 20 (10), 3747-3758, 2018
292018
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
282016
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
282012
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Articles 1–20