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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:R Soc Open Sci
Hauptverfasser: Walton, Emily, Casey, Christy, Mitsch, Jurgen, Vázquez-Diosdado, Jorge A., Yan, Juan, Dottorini, Tania, Ellis, Keith A., Winterlich, Anthony, Kaler, Jasmeet
Format: Artigo
Sprache:Inglês
Veröffentlicht: The Royal Society Publishing 2018
Schlagworte:
Online Zugang: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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