Prof. dr. Erik Štrumbelj
Researcher
T:
+386 1 479 8235
Office hours:
on agreement (email)
Room:
R2.04 - Kabinet
Description
My research and professional work is in the field of probability, statistics, machine learning, and applications of these methods to interesting practical problems that require such data analysis and modelling. I'm especially interested in Markov and other stochastic processes, Monte Carlo methods, Bayesian statistics, and the use of quantitative methods in sports (player evaluation, simulation, statistical analysis, forecasting).
Students who share similar interests are always welcome.
Laboratory
Projects
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P5-0410 - Digitalization as Driving Force for Sustainability of Individuals, Organizations, and Society
ARRS research programmes(P5-0410), 01.01.2019 - 31.12.2024
Past projects
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Artificial intelligence and inteligent systems
ARRS research programmes01.01.2015 - 31.12.2020 -
Integration of data mining and high-performance computer modeling for coronary artery disease
Bilateral projects01.01.2010 - 31.12.2011 -
Electricity load forecasting supported by prediction explanation and prediction reliability estimates
Bilateral projects01.01.2010 - 31.12.2011 -
Machine learning of imbalanced data
Bilateral projects01.01.2010 - 31.12.2011 -
BI-RS/16-17-052 - Automatic detection and localization of ischemia by the use of data mining algorithms
Bilateral projects(BI-RS/16-17-052), 04.02.2016 - 31.12.2017 -
Advancement of computationally intensive methods for efficient modern general-purpose statistical analysis and inference
Research projects ARRS(L1-7542), 01.01.2016 - 31.12.2019 -
Cellular Wireless Positioning
01.01.2017 - 30.09.2020 -
Advancement of computationally Intensive methods for efficient modern general-purpose statistical analysis and inference
Research projects ARRS01.03.2016 - 28.02.2019 -
PKP 3 - Video meritve dolžin smučarskih skokov
Projects Structural Funds(PKP 3), 01.03.2017 - 31.07.2017 -
J3-9264 - Decomposing cognition: Working memory mechanism and representations
Research projects ARRS(J3-9264), 01.07.2018 - 30.06.2021 -
Hypercomputing for Critical Path Parkinsons Consortium
25.03.2019 - 25.07.2019 -
Sofinanciranje aplikativnega projekta L1-7542
01.03.2016 - 28.02.2019 -
Sestava namenskih algoritmov
25.01.2019 - 31.12.2019 -
PIRŠ GREGOR - GREGOR PIRŠ - Young Researcher
Research projects ARRS(PIRŠ GREGOR), 01.11.2016 - 31.10.2020 -
Research work
09.06.2021 - 31.12.2021
Publications
- ŠTRUMBELJ, Erik. A comment on the bias of probabilities derived from betting odds and their use in measuring outcome uncertainty. Journal of sports economics, ISSN 1527-0025. [Print ed.], 2014, vol. , no. , str. 1-15.
- ŠTRUMBELJ, Erik, VRAČAR, Petar. Simulating a basketball match with a homogeneous Markov model and forecasting the outcome. International Journal of Forecasting, ISSN 0169-2070. [Print ed.], 2012, vol. 28, no. 2, str. 532-542.
- ŠTRUMBELJ, Erik, KONONENKO, Igor. An efficient explanation of individual classifications using game theory. Journal of machine learning research, ISSN 1532-4435. [Print ed.], Jan. 2010, vol. 11, no. [1], str. 1-18.
- ŠTRUMBELJ, Erik, ROBNIK ŠIKONJA, Marko. Online bookmakers' odds as forecasts : the case of European soccer leagues. International Journal of Forecasting, ISSN 0169-2070. [Print ed.], 2010, vol. 26, no. 3, str. 482-488.
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