Matej Mihelcic

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 18

Top Topics

Utility Function

Redescription Mining

Top Venues

Discovery Science

Publications

Matej Mihelcic, Adrian Satja Kurdija
On the complexity of redescription mining. Theor. Comput. Sci. 944 (2023)
Matej Mihelcic, Pauli Miettinen
Differentially private tree-based redescription mining. Data Min. Knowl. Discov. 37 (4) (2023)
Matej Mihelcic
Redescription mining on data with background network information. Knowl. Based Syst. 260 (2023)
Iva Kozjak, Matej Mihelcic
Interactive redescription set mining and exploration. MIPRO (2023)
Matej Mihelcic, Pauli Miettinen
Finding Rule-Interpretable Non-Negative Data Representation. CoRR (2022)
Matej Mihelcic, Pauli Miettinen
Differentially Private Tree-Based Redescription Mining. CoRR (2022)
Matej Mihelcic, Tomislav Smuc
Rules, Subgroups and Redescriptions as Features in Classification Tasks. PKDD/ECML Workshops (1) (2022)
Matej Mihelcic, Tomislav Smuc
Approaches for Multi-View Redescription Mining. IEEE Access 9 (2021)
Matej Mihelcic, Saso Dzeroski, Tomislav Smuc
Multi-view redescription mining using tree-based multi-target prediction models. CoRR (2020)
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
Redescription mining augmented with random forest of multi-target predictive clustering trees. J. Intell. Inf. Syst. 50 (1) (2018)
Matej Mihelcic, Tomislav Smuc
Targeted and contextual redescription set exploration. Mach. Learn. 107 (11) (2018)
Matej Mihelcic, Saso Dzeroski, Tomislav Smuc
Extending Redescription Mining to Multiple Views. DS (2018)
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
A framework for redescription set construction. Expert Syst. Appl. 68 (2017)
Matej Mihelcic, Goran Simic, Mirjana Babic Leko, Nada Lavrac, Saso Dzeroski, Tomislav Smuc
Using Redescription Mining to Relate Clinical and Biological Characteristics of Cognitively Impaired and Alzheimer's Disease Patients. CoRR (2017)
Matej Mihelcic, Marko Bohanec
Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX. Central Eur. J. Oper. Res. 25 (3) (2017)
Matej Mihelcic, Tomislav Smuc
InterSet: Interactive Redescription Set Exploration. DS (2016)
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
A framework for redescription set construction. CoRR (2016)
Matej Mihelcic, Saso Dzeroski, Nada Lavrac, Tomislav Smuc
Redescription Mining with Multi-target Predictive Clustering Trees. NFMCP (2015)
Dragan Gamberger, Matej Mihelcic, Nada Lavrac
Multilayer Clustering: A Discovery Experiment on Country Level Trading Data. Discovery Science (2014)
Stefan Blom, Marieke Huisman, Matej Mihelcic
Specification and verification of GPGPU programs. Sci. Comput. Program. 95 (2014)