All Publications

Pages

1. • Book

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   Proceedings of the 1st international workshop on open source data mining: frequent pattern mining implementations

   Goethals, Bart Nijssen, Siegfried[UCL] Zaki, Mohammed J. (2005)
2. • Journal article

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   An analysis of the behavior of simplified evolutionary algorithms on trap functions

   Nijssen, Siegfried[UCL] Bäck, Thomas (2003) IEEE Transactions on Evolutionary Computation — Vol. 7, no.1, p. 11-22 (2003)
3. • Journal article

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   Optimal constraint-based decision tree induction from itemset lattices

   Nijssen, Siegfried[UCL] Fromont, Elisa (2010) Data Mining and Knowledge Discovery — Vol. 21, no.1, p. 9-51 (2010)
4. • 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)
5. • Speech

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   Data mining, interactive semantic structuring, and collaboration: a diversity-aware method for sense-making in search

   Verbeke, Mathias Berendt, Bettina Nijssen, Siegfried[UCL] (2009) International workshop on Living Web — Washington DC, USA
6. • 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)
7. • Speech

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   Assessing and improving the robustness of Binarized Neural Networks

   Ronval, Benoît[UCL] Nijssen, Siegfried[UCL] (2023) Workshop VeriLearn — Krakow, Poland
8. • Speech

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   Time constrained DL8.5 using Limited Discrepancy Search

   Kiossou, Harold[UCL] Schaus, Pierre[UCL] Nijssen, Siegfried[UCL] Houndji, Ratheil (2022) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases — Grenoble, France
9. • Book

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   Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach

   Bessiere, Christian De Raedt, Luc Kotthoff, Lars Nijssen, Siegfried[UCL] O'Sullivan, Barry Pedreschi, Dino (2016)
10. • Speech

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    Partitioning a Map into Homogeneous Contiguous Regions: A Branch-And-Bound Approach Using Decision Diagrams

    Golenvaux[UCL] Gillard, Xavier[UCL] Nijssen, Siegfried[UCL] Schaus, Pierre[UCL] (2023) 29th International Conference on Principles and Practice of Constraint Programming (CP 2023) — Toronto, Canada
11. • Journal article

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    Learning Optimal Decision Trees using Constraint Programming

    Verhaeghe, Hélène[UCL] Nijssen, Siegfried[UCL] Pesant, Gilles Quimper, Claude-Guy Schaus, Pierre[UCL] (2020) Constraints Journal — Vol. 25, no.3-4, p. 226-250 (2020)
12. • Book

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    Machine learning and knowledge discovery in databases, European Conference, ECML PKDD 2013, Proceedings, Part III

    Blockeel, Hendrik Kersting, Kristian Nijssen, Siegfried[UCL] Zelezny, Filip (2013)
13. • Speech

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    RL-Net: Interpretable Rule Learning with Neural Networks

    Dierckx, Lucile[UCL] Veroneze, Rosana[UCL] Nijssen, Siegfried[UCL] (2023) Pacific-Asia Conference on Knowledge Discovery and Data Mining — Osaka, Japan
14. • Journal article

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    Guest editor’s introduction: special issue of the ECML PKDD 2013 journal track

    Blockeel, Hendrik Kersting, Kristian Nijssen, Siegfried[UCL] Železný, Filip (2013) Data Mining and Knowledge Discovery — Vol. 27, no.3, p. 291-293 (2013)
15. • Book

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    Machine learning and knowledge discovery in databases, European Conference, ECML PKDD 2013, Proceedings, Part II

    Blockeel, Hendrik Kersting, Kristian Nijssen, Siegfried[UCL] Zelezny, Filip (2013)
16. • BookChapter

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    Supervised pattern mining and applications to classification

    Zimmermann, Albrecht Nijssen, Siegfried[UCL] (2014) Frequent Pattern Mining — [ISBN : 978-3-319-07820-5]
17. • Speech

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    Optimal Decoding of Hidden Markov Models With Consistency Constraints

    Dubray, Alexandre[UCL] Derval, Guillaume Nijssen, Siegfried[UCL] Schaus, Pierre[UCL] (2022) International Conference on Discovery Science — Montpellier, France
18. • Speech

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    Induction of node label controlled graph grammar rules

    Blockeel, Hendrik Nijssen, Siegfried[UCL] (2008) The 6th Workshop on Mining and Learning with Graphs — Helsinki, Finland
19. • 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)
20. • Book

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    MGTS 2005: Proceedings of the 3rd International Workshop on Mining Graphs, Trees and Sequences

    Meinl, Thorsten Nijssen, Siegfried[UCL] Karypis, George (2005)
21. • Journal article

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    Substructure mining using elaborate chemical representation

    Kazius, Jeroen Nijssen, Siegfried[UCL] Kok, Joost Bäck, Thomas IJzerman, Adriaan P. (2006) Journal of Chemical Information and Modeling — Vol. 46, no.2, p. 597-605 (2006)
22. • Speech

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    Machine learning and data mining: challenges and opportunities for constraint programming (tutorial)

    De Raedt, Luc Nijssen, Siegfried[UCL] (2011) Constraint programming — Perugia, Italy
23. • Speech

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    Discovering interesting patterns in large graph cubes

    Demesmaeker, Florian[UCL] Ghrab, Amine Nijssen, Siegfried[UCL] Skhiri, Sabri (2017) Fourth International Workshop on High Performance Big Graph Data Management, Analysis, and Mining, in conjunction with the 2017 IEEE International Conference on Big Data (IEEE BigData 2017) — Boston, MA, USA
24. • Speech

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    General graph refinement with polynomial delay

    Ramon, Jan Nijssen, Siegfried[UCL] (2007) Mining and Learning with Graphs — Florence, Italy
25. • Speech

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    Iterated Matrix Reordering

    Van Vracem, Gauthier[UCL] Nijssen, Siegfried[UCL] (2021) Machine Learning and Knowledge Discovery in Databases, European Conference — Bilbao, Spain

Pages