| 2024 | KDD | European Data Science Day: KDD-2024 Special Day. | Dunja Mladenic, Dumitru Roman |
| 2021 | CaiSE | XAI-KG: Knowledge Graph to Support XAI and Decision-Making in Manufacturing. | Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic |
| 2021 | WWW | Using the Profile of Publishers to Predict Barriers across News Articles. | Abdul Sittar, Dunja Mladenic |
| 2020 | CSEDU | Users' Learning Pathways on Cross-site Open Educational Resources. | Ayse Saliha Sunar, Erik Novak, Dunja Mladenic |
| 2015 | VEHITS | Traffic Flow Prediction from Loop Counter Sensor Data using Machine Learning Methods. | Blaz Kazic, Dunja Mladenic, Aljaz Kosmerlj |
| 2013 | PAKDD | The Role of Hubs in Cross-Lingual Supervised Document Retrieval. | Nenad Tomasev, Jan Rupnik, Dunja Mladenic |
| 2012 | HAIS | Hubness-Aware Shared Neighbor Distances for High-Dimensional k-Nearest Neighbor Classification. | Nenad Tomasev, Dunja Mladenic |
| 2011 | CIKM | A probabilistic approach to nearest-neighbor classification: naive hubness bayesian kNN. | Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic |
| 2011 | HCI | ShoeBox: A Natural Way of Organizing Pictures According to User's Affinities. | Bojan Blazica, Daniel Vladusic, Dunja Mladenic |
| 2011 | ICDM | Nearest Neighbor Voting in High-Dimensional Data: Learning from Past Occurrences. | Nenad Tomasev, Dunja Mladenic |
| 2011 | PAKDD | The Role of Hubness in Clustering High-Dimensional Data. | Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic |
| 2011 | WWW | Automatically Annotating Text with Linked Open Data. | Delia Rusu, Blaz Fortuna, Dunja Mladenic |
| 2010 | CIKM | Application of semantic annotations to predicting users' demographics. | Blaz Fortuna, Dunja Mladenic, Marko Grobelnik |
| 2010 | EKAW | Exploring Contexts and Actions in Knowledge Processes. | Tadej Stajner, Dunja Mladenic, Marko Grobelnik |
| 2010 | IV | Visualization of Web Page Content Using Semantic Technologies. | Lorand Dali, Dunja Mladenic |
| 2009 | IV | Document Visualization Based on Semantic Graphs. | Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos |
| 2009 | KDD | Visual analysis of documents with semantic graphs. | Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos |
| 2008 | ICDE | Monitoring Network Evolution using MDL. | Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenic, Marko Grobelnik |
| 2008 | SIGIR | Cross-lingual search over 22 european languages. | Blaz Fortuna, Jan Rupnik, Bostjan Pajntar, Marko Grobelnik, Dunja Mladenic |
| 2007 | HCI | OntoGen: Semi-automatic Ontology Editor. | Blaz Fortuna, Marko Grobelnik, Dunja Mladenic |
| 2006 | ECAI | Background Knowledge for Ontology Construction. | Blaz Fortuna, Marko Grobelnik, Dunja Mladenic |
| 2006 | WWW | Golden Standard Based Ontology Evaluation Using Instance Assignment. | Janez Brank, Dunja Mladenic, Marko Grobelnik |
| 2006 | WWW | Background knowledge for ontology construction. | Blaz Fortuna, Marko Grobelnik, Dunja Mladenic |
| 2005 | KDD | Data Sparsity Issues in the Collaborative Filtering Framework. | Miha Grcar, Dunja Mladenic, Blaz Fortuna, Marko Grobelnik |
| 2004 | SIGIR | Feature selection using linear classifier weights: interaction with classification models. | Dunja Mladenic, Janez Brank, Marko Grobelnik, Natasa Milic-Frayling |
| 2002 | ICML | Learning word normalization using word suffix and context from unlabeled data. | Dunja Mladenic |
| 2001 | CIKM | Mining the Web to Create Minority Language Corpora. | Rayid Ghani, Rosie Jones, Dunja Mladenic |
| 2001 | SIGIR | Automatic Web Search Query Generation to Create Minority Language Corpora. | Rayid Ghani, Rosie Jones, Dunja Mladenic |
| 2000 | KDD | Text mining (workshop session - title only). | Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling |
| 1999 | ICML | Feature Selection for Unbalanced Class Distribution and Naive Bayes. | Dunja Mladenic, Marko Grobelnik |
| 1998 | ECAI | Turning Yahoo to Automatic Web-Page Classifier. | Dunja Mladenic |
| 1997 | CBMS | Using machine learning for outcome prediction of patients with severe head injury. | Iztok A. Pilih, Dunja Mladenic, Nada Lavrac, Tine S. Prevec |
| 1993 | ICML | Combinatorial Optimization in Inductive Concept Learning. | Dunja Mladenic |
| 1992 | ECAI | Stochastic Search in Inductive Logic Programming. | Matevz Kovacic, Nada Lavrac, Marko Grobelnik, Darko Zupanic, Dunja Mladenic |