Mario Boley
TitleCited byYear
Listing closed sets of strongly accessible set systems with applications to data mining
M Boley, T Horváth, A Poigné, S Wrobel
Theoretical computer science 411 (3), 691-700, 2010
662010
Direct local pattern sampling by efficient two-step random procedures
M Boley, C Lucchese, D Paurat, T Gärtner
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
652011
One click mining: interactive local pattern discovery through implicit preference and performance learning
M Boley, M Mampaey, B Kang, P Tokmakov, S Wrobel
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and …, 2013
502013
Interesting pattern mining in multi-relational data
E Spyropoulou, T De Bie, M Boley
Data Mining and Knowledge Discovery 28 (3), 808-849, 2014
422014
Uncovering structure-property relationships of materials by subgroup discovery
BR Goldsmith, M Boley, J Vreeken, M Scheffler, LM Ghiringhelli
New Journal of Physics 19 (1), 013031, 2017
402017
Non-redundant subgroup discovery using a closure system
M Boley, H Grosskreutz
Machine Learning and Knowledge Discovery in Databases, 179-194, 2009
392009
Formal concept sampling for counting and threshold-free local pattern mining
M Boley, T Gärtner, H Grosskreutz, I Fraunhofer
Proc. SIAM Int. Conf. on Data Mining (SDM 2010), 177-188, 2010
362010
Communication-efficient distributed online prediction by dynamic model synchronization
M Kamp, M Boley, D Keren, A Schuster, I Sharfman
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
31*2014
Linear space direct pattern sampling using coupling from the past
M Boley, S Moens, T Gärtner
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
312012
Approximating the number of frequent sets in dense data
M Boley, H Grosskreutz
Knowledge and information systems 21 (1), 65-89, 2009
282009
A randomized approach for approximating the number of frequent sets
M Boley, H Grosskreutz
2008 Eighth IEEE International Conference on Data Mining, 43-52, 2008
282008
Subgroup discovery for election analysis: a case study in descriptive data mining
H Grosskreutz, M Boley, M Krause-Traudes
Discovery Science, 57-71, 2010
222010
Instant Exceptional Model Mining Using Weighted Controlled Pattern Sampling
S Moens, M Boley
International Symposium on Intelligent Data Analysis, 203-214, 2014
192014
Efficient discovery of interesting patterns based on strong closedness
M Boley, T Horváth, S Wrobel
Statistical Analysis and Data Mining 2 (5‐6), 346-360, 2009
192009
Discovering Reliable Approximate Functional Dependencies
P Mandros, M Boley, J Vreeken
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
172017
Efficient closed pattern mining in strongly accessible set systems
M Boley, T Horváth, A Poigné, S Wrobel
European Conference on Principles of Data Mining and Knowledge Discovery …, 2007
162007
Privacy-preserving mobility monitoring using sketches of stationary sensor readings
M Kamp, C Kopp, M Mock, M Boley, M May
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013
152013
Mining interesting patterns in multi-relational data with n-ary relationships
E Spyropoulou, T De Bie, M Boley
International Conference on Discovery Science, 217-232, 2013
142013
Identifying consistent statements about numerical data with dispersion-corrected subgroup discovery
M Boley, BR Goldsmith, LM Ghiringhelli, J Vreeken
Data Mining and Knowledge Discovery 31 (5), 1391-1418, 2017
122017
Probabilistic structured predictors
S Vembu, T Gärtner, M Boley
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009
82009
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Articles 1–20