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Simulation-Based Evaluation of the Performances of an Algorithm for Detecting Abnormal Disease-Related Features in Cattle Mortality Records

We performed a simulation study to evaluate the performances of an anomaly detection algorithm considered in the frame of an automated surveillance system of cattle mortality. The method consisted in a combination of temporal regression and spatial cluster detection which allows identifying, for a g...

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Detalles Bibliográficos
Autores principales: Perrin, Jean-Baptiste, Durand, Benoît, Gay, Emilie, Ducrot, Christian, Hendrikx, Pascal, Calavas, Didier, Hénaux, Viviane
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4633029/
https://www.ncbi.nlm.nih.gov/pubmed/26536596
http://dx.doi.org/10.1371/journal.pone.0141273