@misc{Hryniewicz_Olgierd_(1948–_)_Data-mining_2016, author={Hryniewicz, Olgierd (1948– ) and Kaczmarek-Majer, Katarzyna}, copyright={Creative Commons Attribution BY 4.0 license}, address={Warszawa}, journal={Raport Badawczy = Research Report}, howpublished={online}, year={2016}, publisher={Instytut Badań Systemowych. Polska Akademia Nauk}, publisher={Systems Research Institute. Polish Academy of Sciences}, language={eng}, abstract={The paper proposes an automatic approach for the construction of the prior probability distributions. This method incorporates selected data mining techniques and similarity measures into the Bayesian averaging. The performance of the proposed method is illustrated with simulation study for stationary processes and experimental study for benchmark datasets.}, type={Text}, title={Data-mining approach to priors in the analysis of short time series}, URL={http://www.rcin.org.pl/Content/109201/PDF/RB-2016-07.pdf}, keywords={Time series, Funkcja podobieństwa, Szereg czasowy, Similarity measures, Forecasting, Prognozowanie, Small samples, Małe próbki}, }