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1. • Speech

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   Finding Probabilistic Rule Lists using the Minimum Description Length Principle

   Aoga, John[UCL] Guns, Tias Nijssen, Siegfried[UCL] Schaus, Pierre[UCL] (2018) 21st International Conference on Discovery Science (DS 2018) — Limassol, Cyprus
2. • Speech

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   The MiningZinc framework for constraint-based itemset mining

   Guns, Tias Dries, Anton Tack, Guido Nijssen, Siegfried[UCL] De Raedt, Luc (2013) The 13th International Conference on Data Mining, Demo Track — TX, USA
3. • BookChapter

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   Generalizing itemset mining in a constraint programming setting

   Besson, Jérémy Boulicaut, Jean-François Guns, Tias Nijssen, Siegfried[UCL] (2010) Inductive Databases and Constraint-Based Data Mining — [ISBN : 978-1-4419-7737-3]
4. • Speech

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   Dominance programming for itemset mining

   Negrevergne, Benjamin Dries, Anton Guns, Tias Nijssen, Siegfried[UCL] (2013) The 13th IEEE International Conference on Data Mining — Dallas, TX, USA
5. • Speech

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   MiningZinc: A modeling language for constraint-based mining

   Guns, Tias Dries, Anton[UCL] Tack, Guido Nijssen, Siegfried[UCL] De Raedt, Luc (2013) The 23rd International joint conference on Artificial intelligence — Beijing, China
6. • Speech

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   Constraint programming for data mining and machine learning

   De Raedt, Luc Guns, Tias Nijssen, Siegfried[UCL] (2010) The 24th AAAI Conference on Artificial Intelligence — Atlanta, Georgia, USA
7. • Journal article

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   k-Pattern set mining under constraints

   Guns, Tias Nijssen, Siegfried[UCL] De Raedt, Luc (2013) IEEE Transactions on Knowledge & Data Engineering — Vol. 25, no.2, p. 402-418 (2013)
8. • Speech

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   Declarative heuristic search for pattern set mining

   Guns, Tias Nijssen, Siegfried[UCL] Zimmermann, Albrecht De Raedt, Luc (2011) Workshop on Declarative Pattern Mining — Vancouver, BC, Canada
9. • Speech

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   Constraint programming for itemset mining

   De Raedt, Luc Guns, Tias Nijssen, Siegfried[UCL] (2008) The 14th ACM SIGKDD international conference — Las Vegas, Nevada, USA
10. • Speech

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    Evaluating Pattern Set Mining Strategies in a Constraint Programming Framework

    Guns, Tias Nijssen, Siegfried[UCL] De Raedt, Luc (2011) Knowledge Discovery and Data Mining, 15th Pacific-Asia Conference — Shenzhen, China
11. • Journal article

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    Mining Time-constrained Sequential Patterns with Constraint Programming

    Aoga, John[UCL] Guns, Tias Schaus, Pierre[UCL] (2017) Constraint Journal — Vol. 22, no.3, p. 1-23 (2017)
12. • Speech

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    Constrained clustering using column generation

    Babaki, Behrouz Guns, Tias Nijssen, Siegfried[UCL] (2014) Integration of AI and OR Techniques in Constraint Programming — Cork, Ireland
13. • Speech

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    Constraint-based querying for Bayesian network exploration

    Babaki, Behrouz Guns, Tias Nijssen, Siegfried[UCL] De Raedt, Luc (2015) Intelligent Data Analysis — Saint Etienne, France
14. • Speech

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    Mining local staircase patterns in noisy data

    Le Van, Thanh Fierro, Ana Carolina Guns, Tias van Leeuwen, Matthijs Nijssen, Siegfried[UCL] De Raedt, Luc Marchal, Kathleen (2012) International workshop on Co-Clustering and Applications — Brussels, Belgium
15. • Speech

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    CoverSize: A Global Constraint for Frequency-based Itemset Mining

    Schaus, Pierre[UCL] Aoga, John[UCL] Guns, Tias (2017) Principles and Practice of Constraint Programming - CP — Melbourne, Australia
16. • Journal article

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    The Inductive Constraint Programming Loop

    Bessiere, Christian De Raedt, Luc Guns, Tias Kotthoff, Lars Nanni, Mirco Nijssen, Siegfried[UCL] O'Sullivan, Barry Paparrizou, Anastasia Pedreschi, Dino Simonis, Helmut (2017) IEEE Intelligent Systems — Vol. 32, no.5, p. 44-52 (18-10-2017)
17. • Journal article

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    Itemset mining: a constraint programming perspective

    Guns, Tias Nijssen, Siegfried[UCL] De Raedt, Luc (2011) Artificial Intelligence — Vol. 175, no.12-13, p. 1951-1983 (2011)
18. • Speech

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    Algorithme Efficace pour la Fouille de Séquences Fréquentes avec la Programmation par Contraintes

    Aoga, John[UCL] Guns, Tias Schaus, Pierre[UCL] (2017) Treizièmes Journées Francophones de Programmation par Contraintes — Montreuil-sur-mer,
19. • Speech

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    Integrating constraint programming and itemset mining

    Nijssen, Siegfried[UCL] Guns, Tias (2010) Machine Learning and Knowledge Discovery in Databases, European Conference — Barcelona, Spain
20. • Speech

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    Cis-regulatory module detection using constraint programming

    Guns, Tias Sun, Hong Marchal, Kathleen Nijssen, Siegfried[UCL] (2010) 2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) — Hong Kong, China
21. • Speech

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    Correlated itemset mining in ROC space

    Nijssen, Siegfried[UCL] Guns, Tias De Raedt, Luc (2009) The 15th ACM SIGKDD international conference — Paris, France
22. • Speech

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    Automatic solver chaining in MiningZinc

    Guns, Tias Dries, Anton Tack, Guido Nijssen, Siegfried[UCL] De Raedt, Luc (2015) International Workshop on Constraint Modelling and Reformulation — Cork, Ireland
23. • Journal article

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    MiningZinc: A declarative framework for constraint-based mining

    Guns, Tias Dries, Anton Nijssen, Siegfried[UCL] Tack, Guido De Raedt, Luc (2017) Artificial Intelligence — Vol. 244, p. 6-29 (2017)
24. • Speech

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    Constraint-based pattern mining in multi-relational databases

    Nijssen, Siegfried[UCL] Jiménez, Aída Guns, Tias (2011) Workshop on Declarative Pattern Mining — Vancouver, BC, Canada
25. • BookChapter

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    Modeling in MiningZinc

    Dries, Anton Guns, Tias Nijssen, Siegfried[UCL] Babaki, Behrouz Le Van, Thanh Negrevergne, Benjamin Paramonov, Sergey De Raedt, Luc (2016) Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach — [ISBN : 978-3-319-50137-6]

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