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Attractor Ranked Radial Basis Function Network: A Nonparametric Forecasting Approach for Chaotic Dynamic Systems

The curse of dimensionality has long been a hurdle in the analysis of complex data in areas such as computational biology, ecology and econometrics. In this work, we present a forecasting algorithm that exploits the dimensionality of data in a nonparametric autoregressive framework. The main idea is...

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Detalles Bibliográficos
Autores principales: Masnadi-Shirazi, Maryam, Subramaniam, Shankar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7052196/
https://www.ncbi.nlm.nih.gov/pubmed/32123218
http://dx.doi.org/10.1038/s41598-020-60606-1