Matej Mihelcic

24 papers B 3Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A redescription mining framework for post-hoc explaining and relating deep learning models.
CoRR
Matej Mihelcic, Ivan Grubisic, Miha Keber
2025 J jnl
Finding Rule-Interpretable Non-Negative Data Representation.
IEEE Trans. Knowl. Data Eng.
Matej Mihelcic, Pauli Miettinen
2025 — conf
Late Fusion Ensembles for Speech Recognition on Diverse Input Audio Representations.
PAKDD (7)
Marin Jezidzic, Matej Mihelcic
2024 J jnl
Late fusion ensembles for speech recognition on diverse input audio representations.
CoRR
Marin Jezidzic, Matej Mihelcic
2023 J jnl
Differentially private tree-based redescription mining.
Data Min. Knowl. Discov.
Matej Mihelcic, Pauli Miettinen
2023 — conf
Interactive redescription set mining and exploration.
MIPRO
Iva Kozjak, Matej Mihelcic
2023 J jnl
On the complexity of redescription mining.
Theor. Comput. Sci.
Matej Mihelcic, Adrian Satja Kurdija
2023 J jnl
Redescription mining on data with background network information.
Knowl. Based Syst.
Matej Mihelcic
2022 J jnl
Differentially Private Tree-Based Redescription Mining.
CoRR
Matej Mihelcic, Pauli Miettinen
2022 J jnl
Finding Rule-Interpretable Non-Negative Data Representation.
CoRR
Matej Mihelcic, Pauli Miettinen
2022 — conf
Rules, Subgroups and Redescriptions as Features in Classification Tasks.
PKDD/ECML Workshops (1)
Matej Mihelcic, Tomislav Smuc
2021 J jnl
Approaches for Multi-View Redescription Mining.
IEEE Access
Matej Mihelcic, Tomislav Smuc
2020 J jnl
Multi-view redescription mining using tree-based multi-target prediction models.
CoRR
Matej Mihelcic, Saso Dzeroski, Tomislav Smuc
2018 B conf
Extending Redescription Mining to Multiple Views.
DS
Matej Mihelcic, Saso Dzeroski, Tomislav Smuc
2018 J jnl
Redescription mining augmented with random forest of multi-target predictive clustering trees.
J. Intell. Inf. Syst.
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
2018 J jnl
Targeted and contextual redescription set exploration.
Mach. Learn.
Matej Mihelcic, Tomislav Smuc
2017 J jnl
A framework for redescription set construction.
Expert Syst. Appl.
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
2017 J jnl
Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX.
Central Eur. J. Oper. Res.
Matej Mihelcic, Marko Bohanec
2017 J jnl
Using Redescription Mining to Relate Clinical and Biological Characteristics of Cognitively Impaired and Alzheimer's Disease Patients.
CoRR
Matej Mihelcic, Goran Simic, Mirjana Babic Leko, Nada Lavrac, Saso Dzeroski, Tomislav Smuc
2016 J jnl
A framework for redescription set construction.
CoRR
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
2016 B conf
InterSet: Interactive Redescription Set Exploration.
DS
Matej Mihelcic, Tomislav Smuc
2015 — conf
Redescription Mining with Multi-target Predictive Clustering Trees.
NFMCP
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
2014 B conf
Multilayer Clustering: A Discovery Experiment on Country Level Trading Data.
Discovery Science
Dragan Gamberger, Matej Mihelcic, Nada Lavrac
2014 J jnl
Specification and verification of GPGPU programs.
Sci. Comput. Program.
Stefan Blom, Marieke Huisman, Matej Mihelcic