Matthijs van Leeuwen
Matthijs van Leeuwen
Assistant Professor Data Mining, Leiden University
Verified email at liacs.leidenuniv.nl - Homepage
TitleCited byYear
Krimp: mining itemsets that compress
J Vreeken, M Van Leeuwen, A Siebes
Data Mining and Knowledge Discovery 23 (1), 169-214, 2011
2832011
Item Sets That Compress
A Siebes, J Vreeken, M van Leeuwen
Proceedings of the Sixth SIAM International Conference on Data Mining 124, 395, 2006
1882006
Diverse subgroup set discovery
M Van Leeuwen, A Knobbe
Data Mining and Knowledge Discovery 25 (2), 208-242, 2012
932012
Characterising the difference
J Vreeken, M Van Leeuwen, A Siebes
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
742007
Compression picks item sets that matter
M van Leeuwen, J Vreeken, A Siebes
European Conference on Principles of Data Mining and Knowledge Discovery …, 2006
722006
Evolving vision-based flying robots
JC Zufferey, D Floreano, M Van Leeuwen, T Merenda
International Workshop on Biologically Motivated Computer Vision, 592-600, 2002
672002
StreamKrimp: Detecting Change in Data Streams
M Van Leeuwen, A Siebes
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
642008
Description-driven community detection
S Pool, F Bonchi, M Leeuwen
ACM Transactions on Intelligent Systems and Technology (TIST) 5 (2), 28, 2014
562014
Interactive data exploration using pattern mining
M Van Leeuwen
Interactive knowledge discovery and data mining in biomedical informatics …, 2014
532014
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
522010
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
352011
Preserving privacy through data generation
J Vreeken, M Van Leeuwen, A Siebes
Seventh IEEE International Conference on Data Mining (ICDM 2007), 685-690, 2007
332007
Interactive discovery of interesting subgroup sets
V Dzyuba, M van Leeuwen
International Symposium on Intelligent Data Analysis, 150-161, 2013
302013
Maximal exceptions with minimal descriptions
M van Leeuwen
Data Mining and Knowledge Discovery 21 (2), 259-276, 2010
302010
Identifying the components
M van Leeuwen, J Vreeken, A Siebes
Data Mining and Knowledge Discovery 19 (2), 176-193, 2009
282009
Ranked tiling
T Le Van, M Van Leeuwen, S Nijssen, AC Fierro, K Marchal, L De Raedt
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
242014
Simultaneous discovery of cancer subtypes and subtype features by molecular data integration
T Le Van, M Van Leeuwen, A Carolina Fierro, D De Maeyer, ...
Bioinformatics 32 (17), i445-i454, 2016
222016
Discovering skylines of subgroup sets
M Van Leeuwen, A Ukkonen
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013
222013
Interactive learning of pattern rankings
V Dzyuba, M Leeuwen, S Nijssen, L De Raedt
International Journal on Artificial Intelligence Tools 23 (06), 1460026, 2014
212014
Subjective interestingness of subgraph patterns
M van Leeuwen, T De Bie, E Spyropoulou, C Mesnage
Machine Learning 105 (1), 41-75, 2016
192016
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