Matej Mihelcic

According to our database, Matej Mihelcic authored at least 20 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A redescription mining framework for post-hoc explaining and relating deep learning models.

Matej Mihelcic, Ivan Grubisic, Miha Keber

CoRR, January, 2025

2024

Late fusion ensembles for speech recognition on diverse input audio representations.

Marin Jezidzic, Matej Mihelcic

CoRR, 2024

2023

On the complexity of redescription mining.

Matej Mihelcic, Adrian Satja Kurdija

Theor. Comput. Sci., 2023

Redescription mining on data with background network information.

Matej Mihelcic

Knowl. Based Syst., 2023

Differentially private tree-based redescription mining.

Matej Mihelcic, Pauli Miettinen

Data Min. Knowl. Discov., 2023

Interactive redescription set mining and exploration.

Iva Kozjak, Matej Mihelcic

Proceedings of the 46th MIPRO ICT and Electronics Convention, 2023

2022

Finding Rule-Interpretable Non-Negative Data Representation.

Matej Mihelcic, Pauli Miettinen

CoRR, 2022

Rules, Subgroups and Redescriptions as Features in Classification Tasks.

Matej Mihelcic, Tomislav Smuc

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

2021

Approaches for Multi-View Redescription Mining.

Matej Mihelcic, Tomislav Smuc

IEEE Access, 2021

2020

Multi-view redescription mining using tree-based multi-target prediction models.

Matej Mihelcic, Saso Dzeroski, Tomislav Smuc

CoRR, 2020

2018

Targeted and contextual redescription set exploration.

Matej Mihelcic, Tomislav Smuc

Mach. Learn., 2018

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

Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc

J. Intell. Inf. Syst., 2018

Extending Redescription Mining to Multiple Views.

Matej Mihelcic, Saso Dzeroski, Tomislav Smuc

Proceedings of the Discovery Science - 21st International Conference, 2018

2017

A framework for redescription set construction.

Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc

Expert Syst. Appl., 2017

Using Redescription Mining to Relate Clinical and Biological Characteristics of Cognitively Impaired and Alzheimer's Disease Patients.

Matej Mihelcic, Goran Simic, Mirjana Babic Leko, Nada Lavrac, Saso Dzeroski, Tomislav Smuc

CoRR, 2017

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

Matej Mihelcic, Marko Bohanec

Central Eur. J. Oper. Res., 2017

2016

InterSet: Interactive Redescription Set Exploration.

Matej Mihelcic, Tomislav Smuc

Proceedings of the Discovery Science - 19th International Conference, 2016

2015

Redescription Mining with Multi-target Predictive Clustering Trees.

Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc

Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015

2014

Specification and verification of GPGPU programs.

Stefan Blom, Marieke Huisman, Matej Mihelcic

Sci. Comput. Program., 2014

Multilayer Clustering: A Discovery Experiment on Country Level Trading Data.

Dragan Gamberger, Matej Mihelcic, Nada Lavrac

Proceedings of the Discovery Science - 17th International Conference, 2014