| 2025 | DIS | EDC: Equation Discovery for Classification. | Guus Toussaint, Arno J. Knobbe |
| 2020 | DIS | Time Series Regression in Professional Road Cycling. | Arie-Willem de Leeuw, Mathieu Heijboer, Mathijs Hofmijster, Stephan van der Zwaard, Arno J. Knobbe |
| 2017 | IDA | Biclustering Multivariate Time Series. | Ricardo Cachucho, Siegfried Nijssen, Arno J. Knobbe |
| 2016 | DIS | Exceptional Preferences Mining. | Cludio Rebelo de S, Wouter Duivesteijn, Carlos Soares, Arno J. Knobbe |
| 2015 | EPIA | Distance-Based Decision Tree Algorithms for Label Ranking. | Cludio Rebelo de S, Carla Rebelo, Carlos Soares, Arno J. Knobbe |
| 2014 | IDA | Parametric Nonlinear Regression Models for Dike Monitoring Systems. | Harm de Vries, George Azzopardi, Andr Koelewijn, Arno J. Knobbe |
| 2014 | IDA | RealKrimp - Finding Hyperintervals that Compress with MDL for Real-Valued Data. | Jouke Witteveen, Wouter Duivesteijn, Arno J. Knobbe, Peter Grnwald |
| 2014 | SDM | ROCsearch - An ROC-guided Search Strategy for Subgroup Discovery. | Marvin Meeng, Wouter Duivesteijn, Arno J. Knobbe |
| 2013 | CIKM | Mining characteristic multi-scale motifs in sensor-based time series. | Ugo Vespier, Siegfried Nijssen, Arno J. Knobbe |
| 2013 | DIS | Multi-interval Discretization of Continuous Attributes for Label Ranking. | Cludio Rebelo de S, Carlos Soares, Arno J. Knobbe, Paulo J. Azevedo, Alpio Mrio Jorge |
| 2013 | PAKDD | Discovering Local Subgroups, with an Application to Fraud Detection. | Rob M. Konijn, Wouter Duivesteijn, Wojtek Kowalczyk, Arno J. Knobbe |
| 2013 | PAKDD | Cost-Based Quality Measures in Subgroup Discovery. | Rob M. Konijn, Wouter Duivesteijn, Marvin Meeng, Arno J. Knobbe |
| 2012 | ICANN | Multilayer Perceptron for Label Ranking. | Geraldina Ribeiro, Wouter Duivesteijn, Carlos Soares, Arno J. Knobbe |
| 2012 | ICDM | Efficient Algorithms for Finding Richer Subgroup Descriptions in Numeric and Nominal Data. | Michael Mampaey, Siegfried Nijssen, Ad Feelders, Arno J. Knobbe |
| 2012 | IDA | Multi-label LeGo - Enhancing Multi-label Classifiers with Local Patterns. | Wouter Duivesteijn, Eneldo Loza Menca, Johannes Frnkranz, Arno J. Knobbe |
| 2012 | KDD | Different slopes for different folks: mining for exceptional regression models with cook's distance. | Wouter Duivesteijn, Ad Feelders, Arno J. Knobbe |
| 2011 | ICDM | Exploiting False Discoveries - Statistical Validation of Patterns and Quality Measures in Subgroup Discovery. | Wouter Duivesteijn, Arno J. Knobbe |
| 2011 | IDA | Traffic Events Modeling for Structural Health Monitoring. | Ugo Vespier, Arno J. Knobbe, Joaquin Vanschoren, Shengfa Miao, Arne Koopman, Bas Obladen, Carlos Bosma |
| 2010 | ICDM | Subgroup Discovery Meets Bayesian Networks -- An Exceptional Model Mining Approach. | Wouter Duivesteijn, Arno J. Knobbe, Ad Feelders, Matthijs van Leeuwen |
| 2010 | IDA | InfraWatch: Data Management of Large Systems for Monitoring Infrastructural Performance. | Arno J. Knobbe, Hendrik Blockeel, Arne Koopman, Toon Calders, Bas Obladen, Carlos Bosma, Hessel Galenkamp, Eddy Koenders, Joost N. Kok |
| 2009 | KDD | A multi-relational approach to spatial classification. | Richard Frank, Martin Ester, Arno J. Knobbe |
| 2006 | KDD | Maximally informative k-itemsets and their efficient discovery. | Arno J. Knobbe, Eric K. Y. Ho |
| 1999 | IM | Experiments with Data Mining in Enterprise Management. | Arno J. Knobbe, Danel van der Wallen, Lundy Lewis |
| 1996 | KDD | Analysing Binary Associations. | Arno J. Knobbe, Pieter W. Adriaans |