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Identifying localized changes in large systems: Change-point detection for biomolecular simulations

Research on change-point detection, the classical problem of detecting abrupt changes in sequential data, has focused predominantly on datasets with a single observable. A growing number of time series datasets, however, involve many observables, often with the property that a given change typically...

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Detalhes bibliográficos
Publicado no:Proc Natl Acad Sci U S A
Main Authors: Fan, Zhou, Dror, Ron O., Mildorf, Thomas J., Piana, Stefano, Shaw, David E.
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4475967/
https://ncbi.nlm.nih.gov/pubmed/26025225
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1415846112
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