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Displaying 1 - 25 of 79 results.

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    • Speech
    The good, the bad, and the ugly: mining for patterns in student source code
    Mens, Kim[UCL] Nijssen, Siegfried[UCL] Pham, Hoang Son[UCL] (2021) The 3rd International Workshop on Education through Advanced Software Engineering and Artificial Intelligence — Athens Greece
    • Speech
    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
    • Speech
    Iterated Matrix Reordering
    Van Vracem, Gauthier[UCL] Nijssen, Siegfried[UCL] (2021) Machine Learning and Knowledge Discovery in Databases, European Conference — Bilbao, Spain
    • Speech
    ConvoMap: Using Convolution to Order Boolean Data
    Bollen, Thomas[UCL] Leurquin, Guillaume[UCL] Nijssen, Siegfried[UCL] (2018) Intelligent Data Analysis — 's-Hertogenbosch
    • Speech
    Learning Optimal Decision Trees using Constraint Programming (Extended Abstract)
    Verhaeghe, Hélène[UCL] Nijssen, Siegfried[UCL] Pesant, Gilles Quimper, Claude-Guy Schaus, Pierre[UCL] (2020) Twenty-Ninth International Joint Conference on Artificial Intelligence IJCAI20 — Yokohama, Japan
    • Book
    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)
    • Speech
    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
    • Speech
    Using an interpretable Machine Learning approach to study the drivers of International Migration
    Kiossou, Harold[UCL] Schenk, Yannik[UCL] Docquier, Frédéric Houdji, Vinasetan Ratheil Nijssen, Siegfried[UCL] Schaus, Pierre[UCL] (2020) AI For Social Good 2020 —
    • Speech
    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
    • WorkingPaper
    On The Complexity of the Shortest Path Problem in a Layered Directed Acyclic Graph with Consistency Constraints
    Dubray, Alexandre[UCL] Derval, Guillaume Nijssen, Siegfried[UCL] Schaus, Pierre[UCL] (2022)
    • Speech
    Detection and Multi-label Classification of Bats
    Dierckx, Lucile[UCL] Beauvois, Mélanie[UCL] Nijssen, Siegfried[UCL] (2022) Symposium on Intelligent Data Analysis — Rennes, France
    • Speech
    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
    • Speech
    A Seriation Based Framework to Visualize Multiple Aspects of Road Transport from GPS Trajectories
    Dubray, Alexandre[UCL] Nijssen, Siegfried[UCL] Thomas, Isabelle[UCL] Schaus, Pierre[UCL] (2021) International Intelligent Transportation System Conference — Indianapolis, IN, USA
    • Speech
    Améliorer le retour aux étudiants par de tests unitaires générés à partir de motifs trouvés dans le code de leurs programmes
    Lienard, Julien[UCL] Mens, Kim[UCL] Nijssen, Siegfried[UCL] (2024) Didapro - DidaSTIC Didactique de l'informatique et des STIC — Louvain-la-Neuve, Belgique
    • Speech
    Extracting Unit Tests from Patterns Mined in Student Code to Provide Improved Feedback in Autograders
    Lienard, Julien[UCL] Mens, Kim[UCL] Nijssen, Siegfried[UCL] (2023) Seminar Series on Advanced Techniques & Tools for Software Evolution (SATToSE) — Salerno, Italie
    • Speech
    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
    • Speech
    Pattern Mining for Systematic Code Changes
    Mens, Kim[UCL] Nijssen, Siegfried[UCL] Pham, Hoang Son[UCL] Fabry, Johan Zaytsev, Vadim (2020) BElgian-NEtherlands EVOLution seminar (BENEVOL 2020) — Luxembourg (Virtual Event)
    • Speech
    Probabilistic Inference by Projected Weighted Model Counting on Horn Clauses
    Dubray, Alexandre[UCL] Schaus, Pierre[UCL] Nijssen, Siegfried[UCL] (2023) International Conference on Principles and Practice of Constraint Programming — Toronto, Canada
    • Speech
    Learning Optimal Decision Trees Under Memory Constraints
    Aglin, Gael[UCL] Nijssen, Siegfried[UCL] Schaus, Pierre[UCL] (2022) European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD) — Grenoble, France
    • Speech
    Assessing and improving the robustness of Binarized Neural Networks
    Ronval, Benoît[UCL] Nijssen, Siegfried[UCL] (2023) Workshop VeriLearn — Krakow, Poland
    • Speech
    Assessing Optimal Forests of Decision Trees
    Aglin, Gael[UCL] Nijssen, Siegfried[UCL] Schaus, Pierre[UCL] (2021) International Conference on Tools with Artificial Intelligence (ICTAI) —
    • Speech
    Apprentissage d’arbres de décision optimaux grâce à la programmation par contraintes
    Verhaeghe, Hélène[UCL] Nijssen, Siegfried[UCL] Pesant, Gilles Quimper, Claude-Guy Schaus, Pierre[UCL] (2021) Seizième journées Francophones de Programmation par Contraintes (JFPC21) — Nice, France (Online)
    • Speech
    Mining Constrained Regions of Interest: An Optimization Approach
    Dubray, Alexandre[UCL] Derval, Guillaume[UCL] Nijssen, Siegfried[UCL] Schaus, Pierre[UCL] (2020) Discovery Science 2020 —
    • WorkingPaper
    Impact of Weather Factors on Migration Intention using Machine Learning Algorithms
    Stefanija Veljanoska Nijssen, Siegfried[UCL] Schaus, Pierre[UCL] John Aoga Juhee Bae[University of Skovde, Sweden. Corresponding member IRES (UCLouvain)] (2020)
    • Speech
    PyDL8.5: a Library for Learning Optimal Decision Trees
    Aglin, Gael[UCL] Nijssen, Siegfried[UCL] Schaus, Pierre[UCL] (2020) International Joint Conference on Artificial Intelligence —

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