TY - GEN A1 - Hryniewicz, Olgierd (1948– ) A1 - Kaczmarek-Majer, Katarzyna PB - Instytut Badań Systemowych. Polska Akademia Nauk PB - Systems Research Institute. Polish Academy of Sciences N1 - 13 pages ; 21 cm N1 - Bibliography p. 12-13 N2 - 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. L1 - http://www.rcin.org.pl/Content/109201/PDF/RB-2016-07.pdf M3 - Text CY - Warszawa J2 - Raport Badawczy = Research Report ; RB/7/2016 PY - 2016 KW - Time series KW - Funkcja podobieństwa KW - Szereg czasowy KW - Similarity measures KW - Forecasting KW - Prognozowanie KW - Small samples KW - Małe próbki T1 - Data-mining approach to priors in the analysis of short time series UR - http://www.rcin.org.pl/dlibra/publication/edition/109201 ER -