Dunja Mladenic

Full Professor, Department for Artificial Intelligence, J. Stefan Institute

Joined

December 2023

Names

Dunja Mladenic (Preferred)

Emails

****@ijs.si (Confirmed)

Personal Links

Career & Education History

Full Professor

Department for Artificial Intelligence, J. Stefan Institute (ijs.si)

2015 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Artificial intelligence

Present

Machine Learning

Present

Text Analytics

Present

Publications

Hubness-based fuzzy measures for high-dimensional k-nearest neighbor classification.
Nenad Tomasev, Milos Radovanovic 0001, Dunja Mladenic, Mirjana Ivanovic
- Int. J. Mach. Learn. Cybern. 2014
- Readers: Everyone
Fiaingen: A financial time series generative method matching real-world data quality
Joze M. Rozanec, Tina Zezlin, Laurentiu Vasiliu, Dunja Mladenic, Radu Prodan, Dumitru Roman
- CoRR 2025
- Readers: Everyone
News dissemination: a semantic approach to barrier classification
Abdul Sittar, Dunja Mladenic, Marko Grobelnik
- J. Intell. Inf. Syst. 2025
- Readers: Everyone
Dealing with zero-inflated data: Achieving state-of-the-art with a two-fold machine learning approach
Jože M. Rožanec, Gašper Petelin, João Costa, Gregor Cerar, Blaž Bertalanič, Marko Guček, Gregor Papa, Dunja Mladenić
- Engineering Applications of Artificial Intelligence
- Readers: Everyone
BAR-Analytics: A Web-based Platform for Analyzing Information Spreading Barriers in News: Comparative Analysis Across Multiple Barriers and Events
Abdul Sittar, Dunja Mladenic, Alenka Gucek, Marko Grobelnik
- CoRR 2025
- Readers: Everyone
The 2021 Tokyo Olympics Multilingual News Article Dataset
Erik Novak, Erik Calcina, Dunja Mladenic, Marko Grobelnik
- CoRR 2025
- Readers: Everyone
BAR-analytics: A web-based platform for analyzing information spreading barriers in news: Comparative analysis across multiple barriers and events
Abdul Sittar, Dunja Mladenic, Alenka Gucek, Marko Grobelnik
- Int. J. Inf. Manag. Data Insights 2025
- Readers: Everyone
Dealing with zero-inflated data: Achieving state-of-the-art with a two-fold machine learning approach
Joze M. Rozanec, Gasper Petelin, João Pita Costa, Gregor Cerar, Blaz Bertalanic, Marko Gucek, Gregor Papa, Dunja Mladenic
- Eng. Appl. Artif. Intell. 2025
- Readers: Everyone
Improving stochastic models by smart denoising and latent representation optimization
Jakob Jelencic, M. Besher Massri, Ljupco Todorovski, Marko Grobelnik, Dunja Mladenic
- Inf. Sci. 2025
- Readers: Everyone
European Data Science Day: KDD-2024 Special Day
Dunja Mladenic, Dumitru Roman
- Crossref
- Readers: Everyone

View all 233 publications

Co-Authors

View all 245 co-authors