Publications
Journal and Conference Papers
TARNet for the Classification of Time Series with Missing Values: A Strong Baseline. K. Buza, E. Novak. Acta Univ. Sapientiae, Informatica, 16, 1 (2024) 1–19, 2024. Exploring Kleefstra Syndrome Cohort Phenotype Characteristics: Prevalence Insights from Caregiver-Reported Outcomes. T. Zdolšek Draksler, A. Bouman, A. Guček, E. Novak, P. Burger, F. Colin, T. Kleefstra. European Journal of Medical Genetics, 2024. Evaluating Text Generation Model Performance by Combining Semantic Meaning and Word Order. E. Novak, L. Bizjak, D. Mladenić, and M. Grobelnik. IEEE Access, 2024. Generating Non-English Synthetic Medical Data Sets. L. Dolinar, E. Calcina, E. Novak. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2024. VideoCreating Local World Models using LLMs. M. D. Longar, E. Novak, M. Grobelnik. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2024. VideoKnowledge graph Extraction from Textual data using LLM. K. Gillani, E. Novak, K. Kenda, D. Mladenić. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2024. VideoWhy is a Document Relevant? Understanding the Relevance Scores in Cross-Lingual Document Retrieval. E. Novak, L. Bizjak, D. Mladenić, and M. Grobelnik. Knowledge-Based Systems, 2022. SLOmet - Slovenian Commonsense Description. A. Mladenić Grobelnik, E. Novak, D. Mladenić, M. Grobelnik. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2022. VideoMeasuring the Similarity of Song Artists using Topic Modelling. E. Calcina, E. Novak. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2022. VideoAutomatically Generating Text from Film Material - A Comparison of Three Models. S. Korenič Tratnik, E. Novak. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2022. News Stream Clustering using Multilingual Language Models. E. Novak. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2021. VideoUsers’ Learning Pathways on Cross-site Open Educational Resources. A. Saliha Sunar, E. Novak, J. Urbančič, D. Mladenić. Proceedings of the 12th International Conference on Computer Supported Education - Volume 2: CSEDU, 2020. Streaming Data Fusion for the Internet of Things. K. Kenda, B. Kažič, E. Novak, D. and Mladenić. Sensors, 19(8), 2019. Semantic Enrichment and Analysis of Legal Domain Documents. M. B. Massri, S. Brezec, E. Novak, K. Kenda. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2019. VideoDocument Embedding Models on Environmental Legal Documents. S. Kralj, Ž. Urbančič, E. Novak, K. Kenda. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2019. VideoPreferences of Users on Cross-Site OER Recommendations: Stay or Leave?. A. Saliha Sunar, E. Novak, J. Urbančič, D. Mladenić. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2019. VideoPreparing Multi-Modal Data for Natural Language Processing. E. Novak, J. Urbančič, M. Jenko. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2018. VideoConnecting Professional Skill Demand with Supply. E. Novak, I. Novalija. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2017. VideoVisual and Statistical Analysis of VideoLectures.NET. E. Novak, I. Novalija. Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana, 2016. Video