Mario Boley
Identifying domains of applicability of machine learning models for materials science
C Sutton, M Boley, LM Ghiringhelli, M Rupp, J Vreeken, M Scheffler
Nature communications 11 (1), 4428, 2020
Roadmap on machine learning in electronic structure
HJ Kulik, T Hammerschmidt, J Schmidt, S Botti, MAL Marques, M Boley, ...
Electronic Structure 4 (2), 023004, 2022
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
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
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
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
Relative flatness and generalization
H Petzka, M Kamp, L Adilova, C Sminchisescu, M Boley
Advances in neural information processing systems 34, 18420-18432, 2021
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
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), 177-188, 2010
Non-redundant subgroup discovery using a closure system
M Boley, H Grosskreutz
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
Discovering Reliable Approximate Functional Dependencies
P Mandros, M Boley, J Vreeken
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
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
Interesting pattern mining in multi-relational data
E Spyropoulou, T De Bie, M Boley
Data Mining and Knowledge Discovery 28 (3), 808-849, 2014
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
Instant exceptional model mining using weighted controlled pattern sampling
S Moens, M Boley
Advances in Intelligent Data Analysis XIII: 13th International Symposium …, 2014
Approximating the number of frequent sets in dense data
M Boley, H Grosskreutz
Knowledge and information systems 21 (1), 65-89, 2009
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
Subgroup discovery for election analysis: a case study in descriptive data mining
H Grosskreutz, M Boley, M Krause-Traudes
International Conference on Discovery Science, 57-71, 2010
A randomized approach for approximating the number of frequent sets
M Boley, H Grosskreutz
Eighth IEEE International Conference on Data Mining, 43-52, 2008
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
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Články 1–20