Time-series analysis with smoothed Convolutional Neural Network

CNN originates from image processing and is not commonly known as a forecasting technique in time-series analysis which depends on the quality of input data. One of the methods to improve the quality is by smoothing the data. This study introduces a novel hybrid exponential smoothing using CNN calle...

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Detalles Bibliográficos
Autores principales: Wibawa, Aji Prasetya, Utama, Agung Bella Putra, Elmunsyah, Hakkun, Pujianto, Utomo, Dwiyanto, Felix Andika, Hernandez, Leonel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9040363/
https://www.ncbi.nlm.nih.gov/pubmed/35495076
http://dx.doi.org/10.1186/s40537-022-00599-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9040363/
https://www.ncbi.nlm.nih.gov/pubmed/35495076
http://dx.doi.org/10.1186/s40537-022-00599-y

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