Dejan Petelin

Publication Activity (10 Years)

Years Active: 2011-2015
Publications (10 Years): 0

Top Topics

Hyperparameters

Solar Radiation

Gaussian Process

Top Venues

Simul. Model. Pract. Theory

Eur. J. Oper. Res.

Publications

Jus Kocijan, Marko Hancic, Dejan Petelin, Marija Zlata Boznar, Primoz Mlakar
Regressor selection for ozone prediction. Simul. Model. Pract. Theory 54 (2015)
Miha Mlakar, Dejan Petelin, Tea Tusar, Bogdan Filipic
GP-DEMO: Differential Evolution for Multiobjective Optimization based on Gaussian Process models. Eur. J. Oper. Res. 243 (2) (2015)
Dejan Petelin, Jus Kocijan
Evolving Gaussian process models for predicting chaotic time-series. EAIS (2014)
Dejan Petelin, Alexandra Grancharova, Jus Kocijan
Evolving Gaussian process models for prediction of ozone concentration in the air. Simul. Model. Pract. Theory 33 (2013)
Dejan Petelin, Jan Sindelár, Jan Prikryl, Jus Kocijan
Financial modeling using Gaussian process models. IDAACS (2) (2011)
Dejan Petelin, Jus Kocijan
Control system with evolving Gaussian process models. EAIS (2011)
Dejan Petelin, Bogdan Filipic, Jus Kocijan
Optimization of Gaussian Process Models with Evolutionary Algorithms. ICANNGA (1) (2011)
Jus Kocijan, Dejan Petelin
Output-Error Model Training for Gaussian Process Models. ICANNGA (2) (2011)