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Context Based Predictive Information

We propose a new algorithm called the context-based predictive information (CBPI) for estimating the predictive information (PI) between time series, by utilizing a lossy compression algorithm. The advantage of this approach over existing methods resides in the case of sparse predictive information...

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Detalles Bibliográficos
Autores principales: Shalev, Yuval, Ben-Gal, Irad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515138/
https://www.ncbi.nlm.nih.gov/pubmed/33267359
http://dx.doi.org/10.3390/e21070645