About employee

doc. dr. sc. Matej Mihelčić

Title: Assistant Professor
Location: 226
Public phone number:5744
E-mail: E-mail
Department: Zavod za matematičku logiku i računarstvo

Teaching

undergraduate

graduate

Published papers recorded in the Croatian Scientific Bibliography Database

Redescription mining on data with background network information

Mihelčić, Matej
2023.
Knowledge-based systems

On the complexity of redescription mining

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

Interactive redescription set mining and exploration

Kozjak, Iva; Mihelčić, Matej
2023.

Rules, Subgroups and Redescriptions as Features in Classification Tasks

Mihelčić, Matej ; Šmuc, Tomislav
2023.

Differentially private tree-based redescription mining

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

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
2023.
International journal of molecular sciences

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
2022.

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

Šimić, Goran ; Babić Leko, Mirjana ; Mihelčić, Matej
2022.
Pharmaca

Approaches for Multi-View Redescription Mining

Mihelčić, Matej ; Šmuc, Tomislav
2021.
IEEE access

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

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

Extending Redescription Mining to Multiple Views

Mihelčić, Matej ; Džeroski, Sašo ; Šmuc, Tomislav
2018.

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

Mihelčić, Matej ; Džeroski, Sašo ; Lavrač, Nada ; Šmuc, Tomislav
2018.
Journal of intelligent information systems

Targeted and contextual redescription set exploration

Mihelčić, Matej ; Šmuc, Tomislav
2018.
Machine learning

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
2017.
PLoS One

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

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

A framework for redescription set construction

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

Redescription Mining with Multi-target Predictive Clustering Trees

Mihelčić, Matej ; Džeroski, Sašo ; Lavrač, Nada ; Šmuc, Tomislav
2016.
Lecture notes in computer science

InterSet: Interactive Redescription Set Exploration

Mihelčić, Matej ; Šmuc, Tomislav
2016.
Lecture notes in computer science

Empirical Comparison of three Methods for Approximating DEX Utility Functions

Mihelčić, Matej ; Bohanec, Marko
2015.

Multilayer clustering: A discovery experiment on country level trading data

Gamberger, Dragan ; Mihelčić, Matej ; Lavrač, Nada
2014.
Lecture notes in computer science

Specification and verification of GPGPU programs

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

Approximating Dex Utility Functions with Methods Uta and Acuta

Mihelčić, Matej ; Bohanec Marko
2014.

Constructing Recommender Systems in RapidMiner

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

Extending RapidMiner with recommender systems algorithms

Mihelčić, Matej ; Antulov-Fantulin, Nino ; Bošnjak, Matko ; Šmuc, Tomislav ;
2012.

Problem ispunjivosti logičke formule (SAT)

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