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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...

詳細記述

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書誌詳細
出版年:Entropy (Basel)
主要な著者: Martos, Gabriel, Hernández, Nicolás, Muñoz, Alberto, Moguerza, Javier M.
フォーマット: Artigo
言語:Inglês
出版事項: MDPI 2018
主題:
オンライン・アクセス: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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