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A Doubly Stochastic Change Point Detection Algorithm for Noisy Biological Signals

Experimentally and clinically collected time series data are often contaminated with significant confounding noise, creating short, noisy time series. This noise, due to natural variability and measurement error, poses a challenge to conventional change point detection methods. We propose a novel an...

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Detalhes bibliográficos
Publicado no:Front Physiol
Main Authors: Gold, Nathan, Frasch, Martin G., Herry, Christophe L., Richardson, Bryan S., Wang, Xiaogang
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5760503/
https://ncbi.nlm.nih.gov/pubmed/29379444
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fphys.2017.01112
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