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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
2312011
Constraint programming for itemset mining
L De Raedt, T Guns, S Nijssen
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
2172008
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
1022009
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
882020
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), 1671-1675, 2010
882010
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
832011
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
832011
MiningZinc: A Modeling Language for Constraint-Based Mining.
T Guns, A Dries, G Tack, S Nijssen, L De Raedt
IJCAI 13, 1365-1372, 2013
80*2013
Constrained clustering using column generation
B Babaki, T Guns, S Nijssen
Integration of AI and OR Techniques in Constraint Programming: 11th …, 2014
702014
Constraint-based sequence mining using constraint programming
B Negrevergne, T Guns
Integration of AI and OR Techniques in Constraint Programming: 12th …, 2015
632015
MiningZinc: A Modeling Language for Constraint-Based Mining.
T Guns, A Dries, G Tack, S Nijssen, L De Raedt
IJCAI 13, 1365-1372, 2013
482013
Interior point solving for lp-based prediction+ optimisation
J Mandi, T Guns
Advances in Neural Information Processing Systems 33, 7272-7282, 2020
472020
Coversize: A global constraint for frequency-based itemset mining
P Schaus, JOR Aoga, T Guns
Principles and Practice of Constraint Programming: 23rd International …, 2017
442017
Dominance programming for itemset mining
B Negrevergne, A Dries, T Guns, S Nijssen
2013 IEEE 13th International Conference on Data Mining, 557-566, 2013
432013
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
422017
An investigation into prediction+ optimisation for the knapsack problem
E Demirović, PJ Stuckey, J Bailey, J Chan, C Leckie, K Ramamohanarao, ...
Integration of Constraint Programming, Artificial Intelligence, and …, 2019
412019
MiniSearch: a solver-independent meta-search language for MiniZinc
A Rendl, T Guns, PJ Stuckey, G Tack
Principles and Practice of Constraint Programming: 21st International …, 2015
392015
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
372018
Learning constraints in spreadsheets and tabular data
S Kolb, S Paramonov, T Guns, L De Raedt
Machine Learning 106, 1441-1468, 2017
362017
Predict+ optimise with ranking objectives: Exhaustively learning linear functions
E Demirović, P J Stuckey, J Bailey, J Chan, C Leckie, K Ramamohanarao, ...
Proceedings of the Twenty-Eighth International Joint Conference on …, 2019
352019
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