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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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書目詳細資料
發表在:Sci Rep
Main Authors: Masnadi-Shirazi, Maryam, Subramaniam, Shankar
格式: Artigo
語言:Inglês
出版: Nature Publishing Group UK 2020
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC7052196/
https://ncbi.nlm.nih.gov/pubmed/32123218
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-60606-1
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