Mario Boley

Cited by

	All	Since 2018
Citations	1302	862
h-index	20	16
i10-index	27	21

200

100

150

20092010201120122013201420152016201720182019202020212022202311 16 36 36 42 57 54 75 88 86 131 146 147 167 185

Public access

View all

19 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Jilles VreekenCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Thomas GärtnerTU Wien (Technical University of Vienna)Verified email at tuwien.ac.at
Michael KampInstitute for AI in Medicine (IKIM) at UK Essen and Ruhr-University BochumVerified email at uk-essen.de
Stefan WrobelFraunhofer IAIS and University of BonnVerified email at iais.fraunhofer.de
Matthias SchefflerDirector of NOMAD Laboratory at FHI of Max-Planck-Gesellschaft and IRIS-Adlershof of HU BerlinVerified email at fhi-berlin.mpg.de
Luca M. GhiringhelliProfessor for Data-based Materials Modeling @ FAU, dept. of Materials Science and EngineeringVerified email at fau.de
Bryan R. GoldsmithAssociate Professor of Chemical Engineering at University of Michigan, Ann ArborVerified email at umich.edu
Panagiotis MandrosDepartment of Biostatistics @ HarvardVerified email at hsph.harvard.edu
Christopher SuttonUniversity of South CarolinaVerified email at mailbox.sc.edu
Sandy MoensUniversity of AntwerpVerified email at ua.ac.be
Axel PoignéFraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAISVerified email at iais.fraunhofer.de
Assaf SchusterProfessor of Computer Science, TechnionVerified email at technion.ac.il
Bo KangGhent UniversityVerified email at ugent.be
Tijl De BieFull Professor, Ghent UniversityVerified email at ugent.be
Eirini SpyropoulouNCSR, DemokritosVerified email at iit.demokritos.gr
Claudio LuccheseFull Professor, Ca' Foscari University of VeniceVerified email at unive.it
Daniel PauratTelekom Deutschland TechnikVerified email at telekom.de
Matthias RuppLuxembourg Institute of Science and Technology (LIST)Verified email at list.lu
Henning PetzkaPost doctoral position, RWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Linara AdilovaPhD student, Ruhr University BochumVerified email at ruhr-uni-bochum.de

Mario Boley

Monash University

Verified email at monash.edu - Homepage

Interpretable Machine Learning Materials Informatics Branch-and-Bound


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	111	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	99	2017
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	94	2020
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	88	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	75	2013
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	68	2022
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	57	2010
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	53	2012
Non-redundant subgroup discovery using a closure system M Boley, H Grosskreutz Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009	52	2009
Interesting pattern mining in multi-relational data E Spyropoulou, T De Bie, M Boley Data Mining and Knowledge Discovery 28 (3), 808-849, 2014	51	2014
Discovering Reliable Approximate Functional Dependencies P Mandros, M Boley, J Vreeken Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017	47	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	45	2017
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	45*	2014
Instant exceptional model mining using weighted controlled pattern sampling S Moens, M Boley Advances in Intelligent Data Analysis XIII: 13th International Symposium …, 2014	37	2014
Relative flatness and generalization H Petzka, M Kamp, L Adilova, C Sminchisescu, M Boley Advances in neural information processing systems 34, 18420-18432, 2021	36	2021
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	34	2009
Approximating the number of frequent sets in dense data M Boley, H Grosskreutz Knowledge and information systems 21 (1), 65-89, 2009	34	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	32	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	30	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	22	2013

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors