| Exceptional model mining D Leman, A Feelders, A Knobbe Joint European conference on machine learning and knowledge discovery in …, 2008 | 139 | 2008 |
| Propositionalisation and aggregates AJ Knobbe, M De Haas, A Siebes European Conference on Principles of Data Mining and Knowledge Discovery …, 2001 | 130 | 2001 |
| Pattern teams AJ Knobbe, EKY Ho European Conference on Principles of Data Mining and Knowledge Discovery …, 2006 | 113 | 2006 |
| System and method for generating performance models of complex information technology systems PW Adriaans, AJ Knobbe, M Gathier US Patent 6,311,175, 2001 | 106 | 2001 |
| Exceptional model mining W Duivesteijn, AJ Feelders, A Knobbe Data Mining and Knowledge Discovery 30 (1), 47-98, 2016 | 95 | 2016 |
| From local patterns to global models: the LeGo approach to data mining A Knobbe, B Crémilleux, J Fürnkranz, M Scholz LeGo 8, 1-16, 2008 | 94 | 2008 |
| Diverse subgroup set discovery M Van Leeuwen, A Knobbe Data Mining and Knowledge Discovery 25 (2), 208-242, 2012 | 93 | 2012 |
| Multi-relational data mining A Knobbe, H Blockeel, A Siebes, D van der Wallen Proceedings of the 9th Belgian-Dutch Conference on Machine Learning, 61-74, 1999 | 88 | 1999 |
| Multi-relational data mining AJ Knobbe Ios Press, 2006 | 83 | 2006 |
| Maximally informative k-itemsets and their efficient discovery AJ Knobbe, EKY Ho Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006 | 70 | 2006 |
| Multi-relational decision tree induction AJ Knobbe, A Siebes, D Van Der Wallen European Conference on Principles of Data Mining and Knowledge Discovery …, 1999 | 68 | 1999 |
| Involving aggregate functions in multi-relational search AJ Knobbe, A Siebes, B Marseille European Conference on Principles of Data Mining and Knowledge Discovery …, 2002 | 53 | 2002 |
| Subgroup discovery meets bayesian networks--an exceptional model mining approach W Duivesteijn, A Knobbe, A Feelders, M van Leeuwen 2010 IEEE International Conference on Data Mining, 158-167, 2010 | 52 | 2010 |
| System and method for model mining complex information technology systems PW Adriaans, AJ Knobbe, M Gathier US Patent 6,393,387, 2002 | 47 | 2002 |
| Exploiting False Discoveries--Statistical Validation of Patterns and Quality Measures in Subgroup Discovery W Duivesteijn, A Knobbe 2011 IEEE 11th International Conference on Data Mining, 151-160, 2011 | 45 | 2011 |
| Flexible enrichment with Cortana–software demo M Meeng, A Knobbe Proceedings of BeneLearn, 117-119, 2011 | 40 | 2011 |
| Non-redundant subgroup discovery in large and complex data M Van Leeuwen, A Knobbe Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011 | 35 | 2011 |
| Entropy-based discretization methods for ranking data CR De Sá, C Soares, A Knobbe Information sciences 329, 921-936, 2016 | 31 | 2016 |
| Subgroup discovery in smart electricity meter data N Jin, P Flach, T Wilcox, R Sellman, J Thumim, A Knobbe IEEE Transactions on Industrial Informatics 10 (2), 1327-1336, 2014 | 31 | 2014 |
| Social competence at the playground: Preschoolers during recess G Veiga, W de Leng, R Cachucho, L Ketelaar, JN Kok, A Knobbe, C Neto, ... Infant and Child Development 26 (1), e1957, 2017 | 30 | 2017 |
