Publications | Theses
- Jure Brence: Probabilistic grammar-based equation discovery (English), Jožef Stefan International Postgraduate School, 04/2024
- Blaž Škrlj: Scalable neuro-symbolic machine learning (English), Jožef Stefan International Postgraduate School, 01/2022
- Matej Martinc: Combining neural and symbolic representations in natural language processing (English), Jožef Stefan International Postgraduate School, 06/2022
- Stevanche Nikoloski: Structured output prediction and modeling soil functions (English), Jožef Stefan International Postgraduate School, 12/2020
- Tomaž Stepišnik: Complex nodes in trees forstructured output prediction (English), Jožef Stefan International Postgraduate School, 12/2020
- Matej Petković: Feature Ranking for Structured output Prediction (English), Jožef Stefan International Postgraduate School, 10/2020
- Martin Breskvar: Tree and rule ensembles for multi-target prediction with random output subspaces (English), Jožef Stefan International Postgraduate School, 3/2019
- Anita Valmarska: Descriptive data mining for Parkinson’s disease data analysis (English), Jožef Stefan International Postgraduate School, 6/2018
- Matej Mihelčić: Construction and exploration of redescription sets (English), Jožef Stefan International Postgraduate School, 4/2018
- Aljaž Osojnik: Structured output prediction on data streams (English), Jožef Stefan International Postgraduate School, 3/2018
- Jan Kralj: Heterogeneous information network analysis for semantic data mining (English), Jožef Stefan International Postgraduate School, 10/2017
- Janez Kranjc: Web workflows for data mining in the cloud (English), Jožef Stefan International Postgraduate School, 6/2017
- Vladimir Kuzmanovski: Integrating decision support and data mining for risk evaluation and management: A methodological framework and a case study in agriculture (English), Jožef Stefan International Postgraduate School, 11/2016
- Jovan Tanevski: Deterministic and stochastic process-based modeling and design of dynamic systems in biology (English), Jožef Stefan International Postgraduate School, 8/2016
- Anže Vavpetič: Semantic subgroup discovery (English), Jožef Stefan International Postgraduate School, 5/2016
- Nikola Simidjievski: Ensembles of Process-Based Models of Dynamic Systems (English), Jožef Stefan International Postgraduate School, 5/2016
- Matic Perovšek: Advanced text processing workflows in a web-based text mining platform (English), Jožef Stefan International Postgraduate School, 5/2016
- Nejc Trdin: New generation platform for Multi-criteria qualitative decision Modelling with method dex, (English), Jožef Stefan International Postgraduate School, 2/2016
- Miha Grčar: Mining text-enriched heterogeneous information networks (English), Jožef Stefan International Postgraduate School, 10/2015
- Valentin Gjorgjioski: Distance-based learning from structured data (English), Jožef Stefan International Postgraduate School, 3/2015
- Jasmina Smailović: Sentiment analysis in streams of microblogging posts (English), Jožef Stefan International Postgraduate School, 1/2015
- Darko Aleksovski: Tree ensembles for discrete-time modeling of non-linear dynamic systems (English), Jožef Stefan International Postgraduate School, 10/2014
- Borut Sluban: Ensemble-based Noise and Outlier Detection (English), Jožef Stefan International Postgraduate School, 3/2014
- Senja Pollak: Semi-automatic Domain Modeling from Multilingual Corpora (English), University of Ljubljana, Faculty of Arts, 2/2014
- Dragana Miljković: Semi-automated knowledge elicitation for modelling plant defence response (English), Jožef Stefan International Postgraduate School, 1/2014
- Biljana Mileva Boškoska: From Qualitative to Quantitative Evaluation Methods in Multi-Criteria Decision Models (English), Jožef Stefan International Postgraduate School, 12/2013
- Darko Cherepnalkoski: Process-Based Models of Dynamical Systems: Representation and Induction (English), Jožef Stefan International Postgraduate School, 9/2013
- Matjaž Juršič: Text Mining for Cross-Domain Knowledge Discovery (English) Jožef Stefan International Postgraduate School, 7/2013
- Vid Podpečan: Knowledge Discovery in a Service-oriented Data Mining Environment (English), Jožef Stefan International Postgraduate School, 3/2013
- Daniela Stojanova: Considering Autocorrelation In Predictive Models (English), Jožef Stefan International Postgraduate School, 12/2012
- Aleksandar Pečkov: A Machine Learning Approach to Polynomial Regression (English), Jožef Stefan International Postgraduate School, 10/2012
- Elena Ikonomovska: Algorithms for Learning Regression Trees and Ensembles on Evolving Data Streams (English), Jožef Stefan International Postgraduate School, 10/2012
- Panče Panov: A Modular Ontology of Data Mining (English), Jožef Stefan International Postgraduate School, 7/2012
- Aleksander Pur: Model for Monitoring and Assessment of a Public Health Care Network (English), Jožef Stefan International Postgraduate School, 9/2011
- Dragi Kocev: Ensembles for Predicting Structured Outputs (English), Jožef Stefan International Postgraduate School, 4/2011
- Aneta Trajanov: Analysis of Results of Ecological Simulation Models with Machine Learning (English), Jožef Stefan International Postgraduate School, 4/2010
- Petra Kralj Novak: Supervised Descriptive Rule Induction (English), Jožef Stefan International Postgraduate School, 3/2009
- Igor Trajkovski: Functional Interpretation of Gene Expression Data (English), Jožef Stefan International Postgraduate School, 12/2007
- Martin Žnidaršič: Revizija verjetnostnih večparametrskih hierarhičnih modelov (Slovene), University of Ljubljana, Faculty of Computer and Information Science, 9/2007
- Bernard Ženko: Learning predictive clustering rules (English), University of Ljubljana, Faculty of Computer and Information Science, 5/2007
- Damjan Demšar: Induktivno logično programiranje s specializacijo hipotez (Slovenian), Uniersity of Lubljana, Faculty of Computer and Information Science, 2003
- Bojan Evkoski: Community evolution analysis with Ensemble Louvain (English), Jožef Stefan International Postgraduate School, 11/2022.
- Lidija Jovanovska: Semantic annotation of machine learning and data mining algorithms (English), Jožef Stefan International Postgraduate School, 10/2022
- Viktor Andonovikj: Towards Disruptive Public Employment Services Using Machine Learning, Graph Theory And Decision Support Modelling, (English), 2022
- Boshko Koloski: Knowledge-graph-informed fake news classification via heterogeneous representation ensembles (English), Jožef Stefan International Postgraduate School, 7/2022
- Sebastian Mežnar: Učinkovit generativni model za algebrajske izraze in odkrivanje enačb (Slovene), University of Ljubljana, Faculty of mathematics and physics and Faculty of Computer and Information Science, 8/2022
- Peter Gabrovšek: Analysis of relations between currency market and social networks (English), University of Ljubljana, Faculty of Computer and Information Science
- Vladimir Kuzmanovski: Integration of expert knowledge and predictive learning: Modelling water flows in agriculture (English), Jožef Stefan International Postgraduate School
- Joel Plisson: Ontologies for Collaborative Networked Organizations (English), Jožef Stefan International Postgraduate School
- Andraž Pelicon: Zaznavanje sentimenta v novicah z globokimi nevronskimi mrežami (Slovene), Faculty of Information Studies in Novo Mesto
- Sašo Rutar: Empirična evalvacija procesa avtomatske klasifikacije sentimenta na finančni domeni (Slovene), University of Ljubljana, Faculty of Computer and Information Science
- Nejc Trdin: Odločitveni model za podporo upravljanja vodnih virov (Slovene), University of Ljubljana , Faculty of Computer and Information Science
- Anže Vavpetič: Uporaba ontologij kot predznanja v podatkovnem rudarjenju (Slovene), University of Ljubljana, Faculty of Computer and Information Science
- Janez Kranjc: Izdelava spletne aplikacije za strojno učenje (Slovene): University of Ljubljana , Faculty of Computer and Information Science
- Vid Podpečan: Koristnostno podatkovno rudarjenje (Slovene), University of Ljubljana, Faculty of Computer and Information Science
- Matjaž Juršič: Implementacija učinkovitega sistema za gradnjo, uporabo in evaluacijo lematizatorjev tipa RDR (Slovene), University of Ljubljana, Faculty of Computer and Information Science
- Domen Jesenovec: Analiza podatkov o prometnih nesrečah v Sloveniji (Slovene), University of Ljubljana, Faculty of Computer and Information Science
- Miha Grčar: Empirična evalvacija algoritmov za izbiranje s sodelovanjem (Slovene), University of Ljubljana, Faculty of Computer and Information Science, 10/2006
