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Evaluation of sampling frequency, window size and sensor position for classification of sheep behaviour

Automated behavioural classification and identification through sensors has the potential to improve health and welfare of the animals. Position of a sensor, sampling frequency and window size of segmented signal data has a major impact on classification accuracy in activity recognition and energy n...

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Detalhes bibliográficos
Publicado no:R Soc Open Sci
Main Authors: Walton, Emily, Casey, Christy, Mitsch, Jurgen, Vázquez-Diosdado, Jorge A., Yan, Juan, Dottorini, Tania, Ellis, Keith A., Winterlich, Anthony, Kaler, Jasmeet
Formato: Artigo
Idioma:Inglês
Publicado em: The Royal Society Publishing 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5830751/
https://ncbi.nlm.nih.gov/pubmed/29515862
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsos.171442
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