Matej Mihelčić

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Tomislav ŠmucSenior scientist, Rudjer Boskovic Institute, Zagreb, CroatiaVerified email at irb.hr
Nada LavracJozef Stefan InstituteVerified email at ijs.si
Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesVerified email at ijs.si
Goran Šimić MD PhDProf. of Neurosci. & Anat. Croatian Inst. Brain Res. Univ. Zagreb Sch. of MedicineVerified email at hiim.hr
Marieke HuismanVerified email at ewi.utwente.nl
Mirjana Babić LekoUniversity of Split, School of MedicineVerified email at mefst.hr
Marko BohanecJožef Stefan Institute, Ljubljana, SloveniaVerified email at ijs.si
Stefan BlomUniversity of TwenteVerified email at utwente.nl
Lea Langer HorvatUniversity of Zagreb, School of Medicine, Croatian Institute for Brain ResearchVerified email at hiim.hr
Nikolina PleićUniversity of Split, School of MedicineVerified email at mefst.hr
Ankica Sekovanićposlijedoktorand, Institut za medicinska istraživanja i medicinu radaVerified email at imi.hr
Ena Španić PopovačkiResearch assistantVerified email at hiim.hr
Nela PivacRudjer Boskovic InstituteVerified email at irb.hr
Tatjana Orctdr. sc., dipl. ing. kem., v. znan. suradnica, Institut za medicinska istraživanja i medicinu radaVerified email at imi.hr
Klara ZubčićUniversity of Zagreb, School of Medicine, Croatian Institute for Brain ResearchVerified email at hiim.hr
Fran BorovečkiUniversity of Zagreb School of MedicineVerified email at mef.hr
Željka VogrincAssistant professor, EuSpLMVerified email at kbc-zagreb.hr
Fran SupekGenome Data Science lab PI, BRIC / University of Copenhagen professor, IRB Barcelona Group LeaderVerified email at irb.hr
Nino Antulov-FantulinHead of Research @ Aisot Technologies, Privatdozent at ETH ZurichVerified email at ethz.ch
Matko BošnjakGoogle DeepMindVerified email at deepmind.com

Matej Mihelčić

Junior Scientist (Docent), Departement of Mathematics, Faculty of Science, University of Zagreb

Verified email at math.pmf.unizg.hr

Data mining machine learning


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Specification and verification of GPGPU programs S Blom, M Huisman, M Mihelčić Science of Computer Programming 95, 376-388, 2014	53	2014
Patterns of diverse gene functions in genomic neighborhoods predict gene function and phenotype M Mihelčić, T Šmuc, F Supek Scientific Reports 9 (1), 19537, 2019	27	2019
Multilayer clustering: a discovery experiment on country level trading data D Gamberger, M Mihelčić, N Lavrač International Conference on Discovery Science, 87-98, 2014	23	2014
Redescription mining augmented with random forest of multi-target predictive clustering trees M Mihelčić, S Džeroski, N Lavrač, T Šmuc Journal of Intelligent Information Systems 50 (1), 63-96, 2018	20	2018
Using redescription mining to relate clinical and biological characteristics of cognitively impaired and Alzheimer’s disease patients M Mihelčić, G Šimić, M Babić Leko, N Lavrač, S Džeroski, T Šmuc, ... PloS one 12 (10), e0187364, 2017	19	2017
A framework for redescription set construction M Mihelčić, S Džeroski, N Lavrač, T Šmuc Expert Systems with Applications 68, 196-215, 2017	18	2017
Extending rapidminer with recommender systems algorithms M Mihelčić, N Antulov-Fantulin, M Bošnjak, T Šmuc Proceedings of the 3rd RapidMiner Community Meeting and Conference (RCOMM …, 2012	17	2012
Heavy Metals and Essential Metals Are Associated with Cerebrospinal Fluid Biomarkers of Alzheimer’s Disease M Babić Leko, M Mihelčić, J Jurasović, M Nikolac Perković, E Španić, ... International Journal of Molecular Sciences 24 (1), 467, 2022	16	2022
Redescription mining with multi-target predictive clustering trees M Mihelčić, S Džeroski, N Lavrač, T Šmuc New Frontiers in Mining Complex Patterns: 4th International Workshop, NFMCP …, 2016	15	2016
Specification and verification of GPGPU programs using permission-based separation logic M Huisman, M Mihelcic Centre for Telematics and Information Technology, University of Twente, 2013	15	2013
Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX M Mihelčić, M Bohanec Central European Journal of Operations Research 25, 627-649, 2017	14	2017
InterSet: Interactive redescription set exploration M Mihelčić, T Šmuc Discovery Science: 19th International Conference, DS 2016, Bari, Italy …, 2016	8	2016
Approaches For Multi-View Redescription Mining M Mihelčić, T Šmuc IEEE Access, 2021	4	2021
Targeted and contextual redescription set exploration M Mihelčić, T Šmuc Machine Learning 107, 1809-1846, 2018	3	2018
Extending redescription mining to multiple views M Mihelčić, S Džeroski, T Šmuc Discovery Science: 21st International Conference, DS 2018, Limassol, Cyprus …, 2018	2	2018
Approximating DEX utility functions with methods UTA and ACUTA M Mihelcic, M Bohanec Proceedings of 17th international conference information society IS, 62-65, 2014	2	2014
Constructing recommender systems in RapidMiner M Mihelčić, B Matko, AF Nino, Š Tomislav RapidMiner: Data Mining Use Cases and Business Analytics Applications, 119-143, 2013	2	2013
Construction and Exploration of Redescription Sets: Doctoral Dissertation M Mihelčić Jožef Stefan International Postgraduate School, 2018	1	2018
Empirical comparison of three methods for approximating DEX utility functions M Mihelčić, M Bohanec Proceedings of the 13th international symposium on operational research in …, 2015	1	2015
Problem ispunjivosti logičke formule (SAT) M Mihelčić, T Lolić Math. e 21 (1), 10-29, 2012	1	2012

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