van Leeuwen, Matthijs

16 publications

NeurIPS 2025 Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching Zhong Li, Qi Huang, Yuxuan Zhu, Lincen Yang, Mohammad Mohammadi Amiri, Niki van Stein, Matthijs van Leeuwen

NeurIPS 2024 Conditional Density Estimation with Histogram Trees Lincen Yang, Matthijs van Leeuwen

MLJ 2023 Unsupervised Discretization by Two-Dimensional MDL-Based Histogram Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen

ECML-PKDD 2022 Truly Unordered Probabilistic Rule Sets for Multi-Class Classification Lincen Yang, Matthijs van Leeuwen

ECML-PKDD 2020 Discovering Outstanding Subgroup Lists for Numeric Targets Using MDL Hugo Manuel Proença, Peter Grünwald, Thomas Bäck, Matthijs van Leeuwen

MLJ 2020 Discovering Subjectively Interesting Multigraph Patterns Sarang Kapoor, Dhish Kumar Saxena, Matthijs van Leeuwen

ECML-PKDD 2017 Explaining Deviating Subsets Through Explanation Networks Antti Ukkonen, Vladimir Dzyuba, Matthijs van Leeuwen

MLJ 2017 Relational Data Factorization Sergey Paramonov, Matthijs van Leeuwen, Luc De Raedt

MLJ 2016 Subjective Interestingness of Subgraph Patterns Matthijs van Leeuwen, Tijl De Bie, Eirini Spyropoulou, Cédric Mesnage

ECML-PKDD 2015 VIPER - Visual Pattern Explorer Matthijs van Leeuwen, Lara Cardinaels

ECML-PKDD 2014 Fast Estimation of the Pattern Frequency Spectrum Matthijs van Leeuwen, Antti Ukkonen

ECML-PKDD 2014 Ranked Tiling Thanh Le Van, Matthijs van Leeuwen, Siegfried Nijssen, Ana Carolina Fierro, Kathleen Marchal, Luc De Raedt

ECML-PKDD 2013 Discovering Skylines of Subgroup Sets Matthijs van Leeuwen, Antti Ukkonen

ECML-PKDD 2011 Non-Redundant Subgroup Discovery in Large and Complex Data Matthijs van Leeuwen, Arno J. Knobbe

ECML-PKDD 2009 Identifying the Components Matthijs van Leeuwen, Jilles Vreeken, Arno Siebes

ECML-PKDD 2008 StreamKrimp: Detecting Change in Data Streams Matthijs van Leeuwen, Arno Siebes