Erik Strumbelj

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 12

Top Topics

Predictive Power

Random Number Generators

Probabilistic Classifiers

Top Venues

Knowl. Inf. Syst.

Expert Syst. Appl.

Int. J. Data Min. Model. Manag.

Publications

Gregor Pirs, Erik Strumbelj
Bayesian Gaussian process factor analysis with copula for count data. Expert Syst. Appl. 197 (2022)
Andraz De Luisa, Jan Hartman, David Nabergoj, Samo Pahor, Marko Rus, Bozhidar Stevanoski, Jure Demsar, Erik Strumbelj
Predicting the Popularity of Games on Steam. CoRR (2021)
Tadej Ciglaric, Rok Cesnovar, Erik Strumbelj
Automated OpenCL GPU kernel fusion for Stan Math. IWOCL (2020)
Petar Vracar, Erik Strumbelj, Igor Kononenko
Automatic attribute construction for basketball modelling. Knowl. Inf. Syst. 62 (2) (2020)
Matija Rezar, Erik Strumbelj, Giacomo Pojani, Chris Marshall
Opportunistic Positioning Using Unsynchronized References: Crowd Systems - Smartphones: Signals of opportunity, cellular systems (4G, 5G, WLAN, ...). ENC (2020)
Gregor Pirs, Erik Strumbelj
Bayesian Combination of Probabilistic Classifiers using Multivariate Normal Mixtures. J. Mach. Learn. Res. 20 (2019)
Rok Ciglic, Erik Strumbelj, Rok Cesnovar, Mauro Hrvatin, Drago Perko
Evaluating existing manually constructed natural landscape classification with a machine learning-based approach. J. Spatial Inf. Sci. 18 (1) (2019)
Jure Demsar, Grega Repovs, Erik Strumbelj
bayes4psy - an Open Source R Package for Bayesian Statistics in Psychology. CoRR (2019)
Rok Cesnovar, Steve Bronder, Davor Sluga, Jure Demsar, Tadej Ciglaric, Sean Talts, Erik Strumbelj
GPU-based Parallel Computation Support for Stan. CoRR (2019)
Tadej Ciglaric, Rok Cesnovar, Erik Strumbelj
An OpenCL library for parallel random number generators. J. Supercomput. 75 (7) (2019)
Jana Faganeli Pucer, Gregor Pirs, Erik Strumbelj
A Bayesian approach to forecasting daily air-pollutant levels. Knowl. Inf. Syst. 57 (3) (2018)
Petar Vracar, Erik Strumbelj, Igor Kononenko
Modeling basketball play-by-play data. Expert Syst. Appl. 44 (2016)
Erik Strumbelj, Marko Robnik-Sikonja
Predictive power of fantasy sports data for soccer forecasting. Int. J. Data Min. Model. Manag. 7 (2) (2015)
Erik Strumbelj, Igor Kononenko
Explaining prediction models and individual predictions with feature contributions. Knowl. Inf. Syst. 41 (3) (2014)
Marko Robnik-Sikonja, Erik Strumbelj, Igor Kononenko
Efficiently explaining the predictions of a probabilistic radial basis function classification network. Intell. Data Anal. 17 (5) (2013)
Igor Kononenko, Erik Strumbelj, Zoran Bosnic, Darko Pevec, Matjaz Kukar, Marko Robnik-Sikonja
Explanation and Reliability of Individual Predictions. Informatica (Slovenia) 37 (1) (2013)
Marko Robnik-Sikonja, Igor Kononenko, Erik Strumbelj
Quality of classification explanations with PRBF. Neurocomputing 96 (2012)
Erik Strumbelj, Igor Kononenko
A General Method for Visualizing and Explaining Black-Box Regression Models. ICANNGA (2) (2011)
Darko Pevec, Erik Strumbelj, Igor Kononenko
Evaluating Reliability of Single Classifications of Neural Networks. ICANNGA (1) (2011)
Marko Robnik-Sikonja, Aristidis Likas, Constantinos Constantinopoulos, Igor Kononenko, Erik Strumbelj
Efficiently Explaining Decisions of Probabilistic RBF Classification Networks. ICANNGA (1) (2011)
Erik Strumbelj, Zoran Bosnic, Igor Kononenko, Branko Zakotnik, Cvetka Grasic Kuhar
Explanation and reliability of prediction models: the case of breast cancer recurrence. Knowl. Inf. Syst. 24 (2) (2010)
Erik Strumbelj, Igor Kononenko
An Efficient Explanation of Individual Classifications using Game Theory. J. Mach. Learn. Res. 11 (2010)
Erik Strumbelj, Marko Robnik-Sikonja, Igor Kononenko
Learning Betting Tips from Users' Bet Selections. MLDM (2009)
Erik Strumbelj, Igor Kononenko, Marko Robnik-Sikonja
Explaining instance classifications with interactions of subsets of feature values. Data Knowl. Eng. 68 (10) (2009)
Erik Strumbelj, Igor Kononenko
Towards a Model Independent Method for Explaining Classification for Individual Instances. DaWaK (2008)