Mario Boley

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

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Mario Boley

Monash University

Dirección de correo verificada de monash.edu - Página principal

Interpretable Machine Learning Materials Informatics Branch-and-Bound


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	116	2020
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	114	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	106	2017
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	102	2022
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	101*	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
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	60	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	58	2010
Non-redundant subgroup discovery using a closure system M Boley, H Grosskreutz Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009	55	2009
Relative flatness and generalization H Petzka, M Kamp, L Adilova, C Sminchisescu, M Boley Advances in neural information processing systems 34, 18420-18432, 2021	53	2021
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
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	50	2017
Discovering Reliable Approximate Functional Dependencies P Mandros, M Boley, J Vreeken Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017	50	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	46*	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
Approximating the number of frequent sets in dense data M Boley, H Grosskreutz Knowledge and information systems 21 (1), 65-89, 2009	36	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	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	24	2013

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