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Entropy Measures for Stochastic Processes with Applications in Functional Anomaly Detection

We propose a definition of entropy for stochastic processes. We provide a reproducing kernel Hilbert space model to estimate entropy from a random sample of realizations of a stochastic process, namely functional data, and introduce two approaches to estimate minimum entropy sets. These sets are rel...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Martos, Gabriel, Hernández, Nicolás, Muñoz, Alberto, Moguerza, Javier M.
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7512230/
https://ncbi.nlm.nih.gov/pubmed/33265131
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20010033
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