Local dynamic integration of ensemble in prediction of time series

The paper presents local dynamic approach to integration of an ensemble of predictors. The classical fusing of many predictor results takes into account all units and takes the weighted average of the results of all units forming the ensemble. This paper proposes different approach. The prediction o...

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Bibliographic Details
Main Authors: S. Osowski, K. Siwek
Format: Article
Language:English
Published: Polish Academy of Sciences 2019-06-01
Series:Bulletin of the Polish Academy of Sciences: Technical Sciences
Subjects:
Online Access:https://journals.pan.pl/Content/113164/PDF/09_517-526_01052_Bpast.No.67-3_06.02.20.pdf