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Detection of Outbreaks from Time Series Data Using Wavelet Transform

In this paper, we developed a new approach to detection of disease outbreaks based on wavelet transform. It is capable of dealing with two problems found in real-world time series data, namely, negative singularity and long-term trends, which may degrade the performance of current approaches to outb...

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Detalles Bibliográficos
Main Authors: Zhang, Jun, Tsui, Fu-Chiang, Wagner, Michael M., Hogan, William R.
Formato: Artigo
Idioma:Inglês
Publicado: American Medical Informatics Association 2003
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC1479935/
https://ncbi.nlm.nih.gov/pubmed/14728273
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