The Use of Triaxial Accelerometers and Machine Learning Algorithms for Behavioural Identification in Domestic Cats (<i>Felis catus</i>): A Validation Study.

Smit, Michelle; Ikurior, Seer J; Corner-Thomas, Rene A; Andrews, Christopher J; Draganova, Ina; Thomas, David G

The Use of Triaxial Accelerometers and Machine Learning Algorithms for Behavioural Identification in Domestic Cats (Felis catus): A Validation Study.

Smit, Michelle; Ikurior, Seer J; Corner-Thomas, Rene A; Andrews, Christopher J; Draganova, Ina; Thomas, David G.

Afiliación

Smit M; School of Agriculture and Environment, Massey University, Palmerston North 4410, New Zealand.
Ikurior SJ; School of Agriculture and Environment, Massey University, Palmerston North 4410, New Zealand.
Corner-Thomas RA; School of Agriculture and Environment, Massey University, Palmerston North 4410, New Zealand.
Andrews CJ; School of Agriculture and Environment, Massey University, Palmerston North 4410, New Zealand.
Draganova I; School of Agriculture and Environment, Massey University, Palmerston North 4410, New Zealand.
Thomas DG; School of Agriculture and Environment, Massey University, Palmerston North 4410, New Zealand.

Sensors (Basel) ; 23(16)2023 Aug 14.

Article en En | MEDLINE | ID: mdl-37631701

Asunto(s)

Algoritmos; Conducta Animal; Gatos; Animales; Aprendizaje Automático; Bosques Aleatorios; Acelerometría

Palabras clave

accelerometer; behaviour classification; domestic cat; random forest; self-organizing map

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Conducta Animal / Algoritmos Tipo de estudio: Diagnostic_studies / Prognostic_studies Límite: Animals Idioma: En Revista: Sensors (Basel) Año: 2023 Tipo del documento: Article País de afiliación: Nueva Zelanda Pais de publicación: Suiza

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