Metadata language
Towards Handling Uncertainty in Prognostic Scenarios: Advanced Learning from the Past
Subtitle:Raport Badawczy = Research Report ; RB/26/2016
Creator:Jarnicka, Jolanta ; Jonas, Matthias ; Żebrowski, Piotr
Publisher:Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences
Place of publishing: Date issued/created: Description:95 stron ; 21 cm ; Bibliografia s. 94-95
Subject and Keywords:Niepewność ; Emisja gazów cieplarnianych ; Uncertainty ; Greenhouse gas emissions ; Learning ; Uczenie się ; Explainable outreach ; Zasięg wytłumaczalny
Abstract:This report proposes a method of learning in a controlled prognostic context which is based on polynomial regression technique. A polynomial regression model is used to grasp the system 's dynamic revealed by the sample of historical observations, while the explainable outreach is constructed around the extrapolated regression function. The proposed learning method was tested on various sets of synthetic data in order to identify its strengths and weaknesses, formulate guidelines for its practical application.
Relation:Raport Badawczy = Research Report
Resource type: Detailed Resource Type: Source: Language: Language of abstract: Rights:Licencja Creative Commons Uznanie autorstwa 4.0
Terms of use:Zasób chroniony prawem autorskim. [CC BY 4.0 Międzynarodowe] Korzystanie dozwolone zgodnie z licencją Creative Commons Uznanie autorstwa 4.0, której pełne postanowienia dostępne są pod adresem: ; -
Digitizing institution:Instytut Badań Systemowych Polskiej Akademii Nauk
Original in:Biblioteka Instytutu Badań Systemowych PAN
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