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Particle swarm optimization of partitions and fuzzy order for fuzzy time series forecasting of COVID-19

Major hyperparameters which affect fuzzy time series (FTS) forecasting are the number of partitions, length of partition intervals in the universe of discourse, and the fuzzy order. There are very few studies which have considered an integrated solution to optimize all the hyperparameters. In this p...

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Detalles Bibliográficos
Autores principales: Kumar, Naresh, Susan, Seba
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8425580/
https://www.ncbi.nlm.nih.gov/pubmed/34518764
http://dx.doi.org/10.1016/j.asoc.2021.107611