Pance Panov

Research associate, Jožef Stefan Institute, Ljubljana, Slovenia

Joined

June 2018

Names

Pance Panov

Emails

****@ijs.si (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research associate

Jožef Stefan Institute, Ljubljana, Slovenia (ijs.si)

2020 – Present

Postdoc

Jožef Stefan Institute, Ljubljana, Slovenia (ijs.si)

2012 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

machine learning

Present

knowledge representation

Present

applied ontology

Present

Publications

GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data
Ana Kostovska, Matej Petkovic, Tomaz Stepisnik, Luke Lucas, Timothy Finn, José Antonio Martinez Heras, Pance Panov, Saso Dzeroski, Alessandro Donati, Nikola Simidjievski, Dragi Kocev
- 2021 (modified: 23 Aug 2021)
- CoRR 2021
- Readers: Everyone
OPTION: OPTImization Algorithm Benchmarking ONtology
Ana Kostovska, Diederick Vermetten, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov
- 2021 (modified: 23 Aug 2021)
- CoRR 2021
- Readers: Everyone
OPTION: optimization algorithm benchmarking ontology
Ana Kostovska, Diederick Vermetten, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov
- 2021 (modified: 23 Aug 2021)
- GECCO Companion 2021
- Readers: Everyone
Discovering outliers in the Mars Express thermal power consumption patterns
Matej Petkovic, Luke Lucas, Tomaz Stepisnik, Pance Panov, Nikola Simidjievski, Dragi Kocev
- 2021 (modified: 23 Aug 2021)
- CoRR 2021
- Readers: Everyone
Semantic Description of Data Mining Datasets: An Ontology-Based Annotation Schema
Ana Kostovska, Saso Dzeroski, Pance Panov
- 2020 (modified: 23 Aug 2021)
- DS 2020
- Readers: Everyone
Incremental predictive clustering trees for online semi-supervised multi-target regression
Aljaz Osojnik, Pance Panov, Saso Dzeroski
- 2020 (modified: 23 Aug 2021)
- Mach. Learn. 2020
- Readers: Everyone
Semantic Annotation of Predictive Modelling Experiments
Ilin Tolovski, Saso Dzeroski, Pance Panov
- 2020 (modified: 23 Aug 2021)
- DS 2020
- Readers: Everyone
Towards reusable process-based models of dynamical systems: A case study in the domain of aquatic ecosystems
Ilin Tolovski, Ana Kostovska, Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski, Pance Panov
- 2019 (modified: 23 Aug 2021)
- MIPRO 2019
- Readers: Everyone
Neurodegenerative Disease Data Ontology
Ana Kostovska, Ilin Tolovski, Fatima S. Maikore, Larisa N. Soldatova, Pance Panov
- 2019 (modified: 23 Aug 2021)
- DS 2019
- Readers: Everyone
Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults
Martin Znidarsic, Bernard Zenko, Aljaz Osojnik, Marko Bohanec, Pance Panov, Helena Burger, Zlatko Matjacic, Mojca Debeljak
- 2019 (modified: 23 Aug 2021)
- KEOD 2019
- Readers: Everyone

View all 35 publications

Co-Authors

View all 43 co-authors