A quickstart in frequent structure mining can make a difference S Nijssen, JN Kok Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004 | 735 | 2004 |
Frequent subtree mining–an overview Y Chi, RR Muntz, S Nijssen, JN Kok Fundamenta Informaticae 66 (1-2), 161-198, 2005 | 342 | 2005 |
What is frequent in a single graph? B Bringmann, S Nijssen Advances in Knowledge Discovery and Data Mining: 12th Pacific-Asia …, 2008 | 282 | 2008 |
Itemset mining: A constraint programming perspective T Guns, S Nijssen, L De Raedt Artificial Intelligence 175 (12-13), 1951-1983, 2011 | 239 | 2011 |
The gaston tool for frequent subgraph mining S Nijssen, JN Kok Electronic Notes in Theoretical Computer Science 127 (1), 77-87, 2005 | 232 | 2005 |
Constraint programming for itemset mining L De Raedt, T Guns, S Nijssen Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008 | 225 | 2008 |
Efficient discovery of frequent unordered trees S Nijssen, JN Kok First international workshop on mining graphs, trees and sequences 2003, 2003 | 172 | 2003 |
Learning optimal decision trees using caching branch-and-bound search G Aglin, S Nijssen, P Schaus Proceedings of the AAAI conference on artificial intelligence 34 (04), 3146-3153, 2020 | 139 | 2020 |
Faster association rules for multiple relations S Nijssen, J Kok International joint conference on artificial intelligence 17 (1), 891-896, 2001 | 137 | 2001 |
Mining optimal decision trees from itemset lattices S Nijssen, E Fromont Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007 | 109 | 2007 |
Substructure mining using elaborate chemical representation J Kazius, S Nijssen, J Kok, T Bäck, AP IJzerman Journal of Chemical Information and Modeling 46 (2), 597-605, 2006 | 106 | 2006 |
Learning optimal decision trees using constraint programming H Verhaeghe, S Nijssen, G Pesant, CG Quimper, P Schaus Constraints 25, 226-250, 2020 | 102 | 2020 |
Correlated itemset mining in ROC space: a constraint programming approach S Nijssen, T Guns, L De Raedt Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009 | 100 | 2009 |
Constraint programming for data mining and machine learning L De Raedt, T Guns, S Nijssen Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 1671-1675, 2010 | 94 | 2010 |
k-Pattern set mining under constraints T Guns, S Nijssen, L De Raedt IEEE Transactions on Knowledge and Data Engineering 25 (2), 402-418, 2011 | 92 | 2011 |
Pattern-based classification: A unifying perspective B Bringmann, S Nijssen, A Zimmermann arXiv preprint arXiv:1111.6191, 2011 | 79 | 2011 |
Don’t be afraid of simpler patterns B Bringmann, A Zimmermann, L De Raedt, S Nijssen European Conference on Principles of Data Mining and Knowledge Discovery, 55-66, 2006 | 79 | 2006 |
Frequent graph mining and its application to molecular databases S Nijssen, JN Kok 2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat …, 2004 | 76 | 2004 |
Optimal constraint-based decision tree induction from itemset lattices S Nijssen, E Fromont Data Mining and Knowledge Discovery 21, 9-51, 2010 | 72 | 2010 |
Efficient Frequent Query Discovery in Farmer S Nijssen, JN Kok European Conference on Principles of Data Mining and Knowledge Discovery …, 2003 | 71 | 2003 |