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A hybrid forecasting model using LSTM and Prophet for energy consumption with decomposition of time series data

For decades, time series forecasting had many applications in various industries such as weather, financial, healthcare, business, retail, and energy consumption forecasting. An accurate prediction in these applications is a very important and also difficult task because of high sampling rates leadi...

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Detalles Bibliográficos
Autor principal: Arslan, Serdar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9202617/
https://www.ncbi.nlm.nih.gov/pubmed/35721410
http://dx.doi.org/10.7717/peerj-cs.1001