Mind the Queue: A Case Study in Visualizing Heterogeneous Behavioral Patterns in Livestock Sensor Data Using Unsupervised Machine Learning Techniques.

McVey, Catherine; Hsieh, Fushing; Manriquez, Diego; Pinedo, Pablo; Horback, Kristina

McVey, Catherine; Hsieh, Fushing; Manriquez, Diego; Pinedo, Pablo; Horback, Kristina.

Afiliação

McVey C; Department of Animal Science, University of California, Davis, Davis, CA, United States.
Hsieh F; Department of Statistics, University of California, Davis, Davis, CA, United States.
Manriquez D; Department of Animal Science, Colorado State University, Fort Collins, CO, United States.
Pinedo P; Department of Animal Science, Colorado State University, Fort Collins, CO, United States.
Horback K; Department of Animal Science, University of California, Davis, Davis, CA, United States.

Front Vet Sci ; 7: 523, 2020.

Article em En | MEDLINE | ID: mdl-33134329

Palavras-chave

data mechanics; entropy; exploratory data analysis; manifold learning; milking order; precision livestock; unsupervised machine learning

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Estados Unidos

Texto completo

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PubMed Links

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Estados Unidos