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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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Detalles Bibliográficos
Autores principales: Gold, Nathan, Frasch, Martin G., Herry, Christophe L., Richardson, Bryan S., Wang, Xiaogang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5760503/
https://www.ncbi.nlm.nih.gov/pubmed/29379444
http://dx.doi.org/10.3389/fphys.2017.01112