O djelatniku

doc. dr. sc. Matej Mihelčić

Zvanje: docent
Lokacija: 226
Telefon:5744
E-mail: E-mail
Zavod/služba: Zavod za matematičku logiku i računarstvo

Nastava

prijediplomski

diplomski

Objavljeni radovi u Hrvatskoj znanstvenoj bibliografiji

On the complexity of redescription mining

Mihelčić, Matej ; Kurdija, Adrian Satja
izvorni znanstveni rad, 2023.
Theoretical computer science

Redescription mining on data with background network information

Mihelčić, Matej
izvorni znanstveni rad, Knowledge-based systems, 2023.

Interactive redescription set mining and exploration

Kozjak, Iva; Mihelčić, Matej
izvorni znanstveni rad, 2023 46th ICT and Electronics Convention (MIPRO), 2023.

Differentially private tree-based redescription mining

Mihelčić, Matej ; Miettinen, Pauli
izvorni znanstveni rad, 2023.
Data mining and knowledge discovery

Rules, Subgroups and Redescriptions as Features in Classification Tasks

Mihelčić, Matej ; Šmuc, Tomislav
izvorni znanstveni rad, Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2022., 2023.

Heavy metals and essential metals are associated with cerebrospinal fluid biomarkers of Alzheimer's disease

Babić Leko, Mirjana; Mihelčić, Matej; Jurasović, Jasna; Nikolac Perković, Matea; Španić, Ena; Sekovanić, Ankica; Orct, Tatjana; Zubčić, Klara; Langer Horvat, Lea; Pleić, Nikolina; Kiđemet- Piskač, Spomenka; Vogrinc, Željka; Pivac, Nela; Diana, Andrea; Borovečki, Fran; Hof, Patrick R.; Šimić, Goran
izvorni znanstveni rad, 2023.
International journal of molecular sciences

Dynamics of blood and cerebrospinal fluid biomarkers of Alzheimer's disease

Šimić, Goran ; Babić Leko, Mirjana ; Mihelčić, Matej
sažetak izlaganja sa skupa, 2022.
Pharmaca

Three different methods confirmed the association of macro and microelements with cerebrospinal fluid biomarkers of Alzheimer's disease

Mihelčić, Matej ; Babić Leko, Mirjana ; Jurasović, Jasna ; Nikolac Perković, Matea ; Španić, Ena ; Sekovanić, Ankica ; Orct, Tatjana ; Zubčić, Klara ; Langer Horvat, Lea ; Pleić, Nikolina ; Kiđemet-Piskač, Spomenka ; Vogrinc, Željka ; Pivac, Nela ; Borovečki, Fran ; Hof, Patrick R. ; Šimić, Goran
sažetak izlaganja sa skupa, 8th Mediterranean Neuroscience Conference : the proceedings, Xjenza, vol. 10, special issue, 2022.

Approaches for Multi-View Redescription Mining

Mihelčić, Matej ; Šmuc, Tomislav
izvorni znanstveni rad, IEEE access, 2021.

Patterns of diverse gene functions in genomic neighborhoods predict gene function and phenotype

Mihelčić, Matej ; Šmuc, Tomislav ; Supek, Fran
izvorni znanstveni rad, Scientific reports, 2019.

Targeted and contextual redescription set exploration

Mihelčić, Matej ; Šmuc, Tomislav
izvorni znanstveni rad, Machine learning, 2018.

Redescription mining augmented with random forest of multi-target predictive clustering trees

Mihelčić, Matej ; Džeroski, Sašo ; Lavrač, Nada ; Šmuc, Tomislav
izvorni znanstveni rad, Journal of Intelligent Information Systems, 2018.
Journal of intelligent information systems

Extending Redescription Mining to Multiple Views

Mihelčić, Matej ; Džeroski, Sašo ; Šmuc, Tomislav
izvorni znanstveni rad, 21st International Conference, DS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings, 2018.

A framework for redescription set construction

Mihelčić, Matej ; Džeroski, Sašo ; Lavrač, Nada ; Šmuc, Tomislav
izvorni znanstveni rad, Expert systems with applications, 2017.

Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX

Mihelčić, Matej ; Bohanec, Marko
izvorni znanstveni rad, Central European journal of operations research, 2017.

Using redescription mining to relate clinical and biological characteristics of cognitively impaired and Alzheimer's disease patients

Mihelčić, Matej ; Šimić, Goran ; Babić Leko, Mirjana ; Lavrač, Nada ; Džeroski, Sašo ; Šmuc, Tomislav
izvorni znanstveni rad, PLoS One, 2017.

Redescription Mining with Multi-target Predictive Clustering Trees

Mihelčić, Matej ; Džeroski, Sašo ; Lavrač, Nada ; Šmuc, Tomislav
izvorni znanstveni rad, New Frontiers in Mining Complex Patterns, 4th International Workshop, NFMCP 2015, Held in Conjunction with ECML-PKDD 2015 : Conference proceedings, 2016.
Lecture notes in computer science

InterSet: Interactive Redescription Set Exploration

Mihelčić, Matej ; Šmuc, Tomislav
izvorni znanstveni rad, International Conference on Discovery Science DS 2016 : Proceedings, 2016.
Lecture notes in computer science

Empirical Comparison of three Methods for Approximating DEX Utility Functions

Mihelčić, Matej ; Bohanec, Marko
izvorni znanstveni rad, Proceedings of the 13th International Symposium on Operational Research SOR'15, 2015.

Approximating Dex Utility Functions with Methods Uta and Acuta

Mihelčić, Matej ; Bohanec Marko
izvorni znanstveni rad, Proceedings of the 17th International Multiconference INFORMATION SOCIETY – IS 2014 Volume A, 2014.

Multilayer clustering: A discovery experiment on country level trading data

Gamberger, Dragan ; Mihelčić, Matej ; Lavrač, Nada
izvorni znanstveni rad, 17th International Conference Dicovery Science 2014, 2014.
Lecture notes in computer science

Specification and verification of GPGPU programs

Blom, Stefan ; Huisman, Marieke ; Mihelčić, Matej
izvorni znanstveni rad, Science of computer programming, 2014.

Constructing Recommender Systems in RapidMiner

Mihelčić, Matej ; Bošnjak Matko ; Antulov-Fantulin Nino ; Šmuc Tomislav
stručni rad, RapidMiner, 2013.

Satisfiability problem (SAT)

Mihelčić, Matej; Lolić, Tihomir
stručni rad, 2012.
Math.e

Extending RapidMiner with recommender systems algorithms

Mihelčić, Matej ; Antulov-Fantulin, Nino ; Bošnjak, Matko ; Šmuc, Tomislav ;
izvorni znanstveni rad, Proceedings of the 3rd RapidMiner Community Meeting and Conference (RCOMM 2012), 2012.