2020
- Stevanche Nikoloski: Structured output prediction and modeling soil functions (English), Jožef Stefan International Postgraduate School, 2020-12 [pdf]
- Tomaž Stepišnik: Complex nodes in trees forstructured output prediction (English), Jožef Stefan International Postgraduate School, 2020-12 [pdf]
- Matej Petković: Feature Ranking for Structured output Prediction (English), Jožef Stefan International Postgraduate School, 2020-10 [pdf]
2019
- Martin Breskvar: Tree and rule ensembles for multi-target prediction with random output subspaces (English), Jožef Stefan International Postgraduate School, 2019-3 [pdf]
2018
- Anita Valmarska: Descriptive data mining for Parkinson’s disease data analysis (English), Jožef Stefan International Postgraduate School, 2018-6 [pdf]
- Matej Mihelčić: Construction and exploration of redescription sets (English), Jožef Stefan International Postgraduate School, 2018-4 [pdf]
- Aljaž Osojnik: Structured output prediction on data streams (English), Jožef Stefan International Postgraduate School, 2018-3 [pdf]
2017
- Jan Kralj: Heterogeneous information network analysis for semantic data mining (English), Jožef Stefan International Postgraduate School, 2017-10 [pdf]
- Janez Kranjc: Web workflows for data mining in the cloud (English), Jožef Stefan International Postgraduate School, 2017-6 [pdf]
- Petar Vračar: Analiza poteka markovskih procesov pri modeliranju tekem v športnih igrah (Analysis of Markov processes in team sports modeling), University of Ljubljana, Faculty of Computer and Information Science, 2017-03-29. [pdf]
2016
- Jan Rupnik: Multi-View Canonical Correlation Analysis. Jožef Stefan International Postgraduate School, 2016-06-17. [pdf]
- Nejc Trdin: New Generation Platform for Multi-Criteria Qualitative Decision Modelling with Method DEX. Jožef Stefan International Postgraduate School, 2016-02-26. [pdf]
- 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, 2016-11 [pdf]
- Jovan Tanevski: Deterministic and stochastic process-based modeling and design of dynamic systems in biology (English), Jožef Stefan International Postgraduate School, 2016-8 [pdf]
- Anže Vavpetič: Semantic subgroup discovery (English), Jožef Stefan International Postgraduate School, 2016-5 [pdf]
- Nikola Simidjievski: Ensembles of Process-Based Models of Dynamic Systems (English), Jožef Stefan International Postgraduate School, 2016-5 [pdf]
- Matic Perovšek: Advanced text processing workflows in a web-based text mining platform (English), Jožef Stefan International Postgraduate School, 2016-5 [pdf]
2015
- Mitja Trampuš: Semantic Approaches to Domain Template Construction and Opinion Mining from Natural Language. University of Ljubljana, Faculty of Computer and Information Science, 2015-06-16. [pdf]
- Miha Mlakar: Evolutionary Multiobjective Optimization Based on Gaussian Process Modeling. Jožef Stefan International Postgraduate School, 2015-04-20. [pdf]
- Hristijan Gjoreski: Context-Based Reasoning in Ambient Intelligence. Jožef Stefan International Postgraduate School, 2015-01-29. [pdf]
- Jasmina Smailović: Sentiment analysis in streams of microblogging posts (English), Jožef Stefan International Postgraduate School, 2015-1 [pdf]
- Miha Grčar: Mining text-enriched heterogeneous information networks (English), Jožef Stefan International Postgraduate School, 2015-10 [pdf]
- Valentin Gjorgjioski: Distance-based learning from structured data (English), Jožef Stefan International Postgraduate School, 2015-3 [pdf]
2014
- Delia Rusu: Text Annotation Using Background Knowledge. Jožef Stefan International Postgraduate School, 2014-12-15. [pdf]
- Tea Tušar: Visualizing Solution Sets in Multiobjective Optimization. Jožef Stefan International Postgraduate School, 2014-09-18. [pdf]
- Ruben Sipos: Condensing Information: From Supervised to Crowdsourced Learning. Cornell University, 2014-08-18. [pdf]
- Borut Sluban: Ensemble-Based Noise and Outlier Detection. Jožef Stefan International Postgraduate School, 2014-03-19. [pdf]
- Dragana Miljković: Semi-automated Knowledge Elicitation for Modelling Plant Defence Response. Jožef Stefan International Postgraduate School, 2014-01-10. [pdf]
- Senja Pollak: Semi-automatic Domain Modeling from Multilingual Corpora (English), University of Ljubljana, Faculty of Arts, 2014-2 [pdf]
- Darko Aleksovski: Tree ensembles for discrete-time modeling of non-linear dynamic systems (English), Jožef Stefan International Postgraduate School, 2014-10 [pdf]
2013
- Nenad Tomašev: The Role of Hubness in High-dimensional Data Analysis. Jožef Stefan International Postgraduate School, 2013-12-18. [pdf]
- Biljana Mileva-Boshkoska: From Qualitative to Quantitative Evaluation Methods in Multi-Criteria Decision Models. Jožef Stefan International Postgraduate School, 2013-12-16. [pdf]
- Violeta Mirchevska: Behavior Modeling by Combining Machine Learning and Domain Knowledge. Jožef Stefan International Postgraduate School, 2013-11-14. [pdf]
- Bojan Blažica: The Inherent Context Awareness of Natural User Interfaces: A Case Study on Multitouch Displays. Jožef Stefan International Postgraduate School, 2013-09-20. [pdf]
- Darko Čerepnalkoski: Process-based Models of Dynamical Systems: Representation and Induction. Jožef Stefan International Postgraduate School, 2013-09-20. [pdf]
- Bojan Ploj: Metoda mejnih parov za učenje umetnih nevronskih mrež (Border Pair Method for the Artificial Neural Network Learning). University of Maribor, Faculty of Electrical Engineering and Computer Science, 2013-07-11. [pdf]
- Matjaž Juršič: Text Mining for Cross-domain Knowledge Discovery. Jožef Stefan International Postgraduate School, 2013-07-03. [pdf]
- Boštjan Kaluža: Detection of Anomalous and Suspicious Behavior Patterns from Spatio-temporal Agent Traces. Jožef Stefan International Postgraduate School, 2013-05-30. [pdf]
- Vid Podpečan: Knowledge Discovery in a Service-oriented Data Mining Environment. Jožef Stefan International Postgraduate School, 2013-03-25. [pdf]
2012
- Aleš Zamuda: Diferencialna evolucija za rekonstrukcijo parametriziranih proceduralnih drevesnih modelov (Differential Evolution for Parametrized Procedural Woody Plant Models Reconstruction). University of Maribor, Faculty of Electrical Engineering and Computer Science, 2012-05-15. [pdf]
- Vedrana Vidulin: Searching for Credible Relations in Machine Learning. Jožef Stefan International Postgraduate School, 2012-02-03. [pdf]
- Panče Panov: A Modular Ontology of Data Mining (English), Jožef Stefan International Postgraduate School, 2012-7 [pdf]
- Daniela Stojanova: Considering Autocorrelation In Predictive Models (English), Jožef Stefan International Postgraduate School, 2012-12 [pdf]
- Aleksandar Pečkov: A Machine Learning Approach to Polynomial Regression (English), Jožef Stefan International Postgraduate School, 2012-10 [pdf]
- Elena Ikonomovska: Algorithms for Learning Regression Trees and Ensembles on Evolving Data Streams (English), Jožef Stefan International Postgraduate School, 2012-10 [pdf]
2011
- Inna Novalija: Ontology Extension Using Text Mining for News Analysis. Jožef Stefan International Postgraduate School, 2011-10-17. [pdf]
- Blaž Fortuna: Semi-Automatic Ontology Construction. Jožef Stefan International Postgraduate School, 2011-10-12. [pdf]
- Jure Žabkar: Učenje kvalitativnih odvisnosti (Learning qualitative relations). University of Ljubljana, Faculty of Computer and Information Science, 2011-09-16. [pdf]
- Dragi Kocev: Ensembles for Predicting Structured Outputs (English), Jožef Stefan International Postgraduate School, 2011-4 [pdf]
- Aleksander Pur: Model for Monitoring and Assessment of a Public Health Care Network (English), Jožef Stefan International Postgraduate School, 2011-9 [pdf]
2010
- Aneta Trajanov: Analysis of Results of Ecological Simulation Models with Machine Learning. Jožef Stefan International Postgraduate School, 2010-04-12. [pdf]
2009
- Martin Možina: Argument Based Machine Learning. University of Ljubljana, Faculty of Computer and Information Science, 2009-12-11. [pdf]
- Ingrid Petrič: Text Mining for Discovering Implicit Relationships in Biomedical Literature. Jožef Stefan International Postgraduate School, 2009-10-30. [pdf]
- Petra Kralj Novak: Supervised Descriptive Rule Induction. Jožef Stefan International Postgraduate School, 2009-03-26. [pdf]
- Andrej Bregar: Vpeljava združitveno-razdružitvenega principa v integrativne pogajalske procese (An Aggregation-Disaggregation Approach to Integrative Negotiations). University of Maribor, Faculty of Electrical Engineering and Computer Science, 2009-02-02. [pdf]
2008
- Domen Marinčič: Strojno razčlenjevanje besedila z iskanjem stavkov in naštevanj (Automatic Text Parsing Aided by Clause Splitting and Interclausal Coordination Detection). Jožef Stefan International Postgraduate School, 2008-12-24. [pdf]
- Jure Leskovec: Dynamics of Large Networks. Carnegie Mellon University, Machine Learning Department, 2008-09. [pdf]
2007
- Igor Trajkovski: Functional Interpretation of Gene Expression Data. Jožef Stefan International Postgraduate School, 2007-12-14. [pdf]
- Zoran Bosnić: Ocenjevanje zanesljivosti posameznih napovedi z analizo občutljivosti regresijskih modelov (Estimation of Individual Prediction Reliability Using Sensitivity Analysis of Regression Models). University of Ljubljana, Faculty of Computer and Information Science, 2007-12-03. [pdf][link]
- Tomaž Curk: Računski pristopi k odkrivanju genskih mrež. University of Ljubljana, Faculty of Computer and Information Science, 2007-10-18. [pdf]
- Martin Žnidaršič: Revizija verjetnostnih večparametrskih hierarhičnih modelov. University of Ljubljana, Faculty of Computer and Information Science, 2007-09-07. [pdf]
- Mitja Luštrek: Patologija v hevrističnih preiskovalnih algoritmih (Pathology in Heuristic Search Algorithms). University of Ljubljana, Faculty of Computer and Information Science, 2007-06-20. [pdf]
- Luka Šajn: Večresolucijska parametrizacija za klasifikacijo tekstur in uporaba za analizo scintigrafskih slik (Multi-resolution parametrization for texture classification and its application in analysis of scintigraphy images). University of Ljubljana, Faculty of Computer and Information Science, 2007-06-20. [pdf]
- Gregor Leban: Vizualizacija podatkov s strojnim učenjem. University of Ljubljana, Faculty of Computer and Information Science, 2007-06-20. [pdf]
- Bernard Ženko: Learning predictive clustering rules. University of Ljubljana, Faculty of Computer and Information Science, 2007-05-25. [pdf]
- Avtomatsko modeliranje večagentnih sistemov. University of Ljubljana, Faculty of Computer and Information Science, 2007-01-03. [pdf]
2003
- Damjan Demšar: Induktivno logično programiranje s specializacijo hipotez. University of Ljubljana, Faculty of Computer and Information Science, [pdf]
