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Efficiency of distinct data mining algorithms for classifying stress level in piglets from their vocalization REA
Cordeiro,Alexandra F. da S.; Nääs,Irenilza de A.; Oliveira,Stanley R. de M.; Violaro,Fabio; Almeida,Andréia C. M. de.
Among the challenges of pig farming in today's competitive market, there is factor of the product traceability that ensures, among many points, animal welfare. Vocalization is a valuable tool to identify situations of stress in pigs, and it can be used in welfare records for traceability. The objective of this work was to identify stress in piglets using vocalization, calling this stress on three levels: no stress, moderate stress, and acute stress. An experiment was conducted on a commercial farm in the municipality of Holambra, São Paulo State , where vocalizations of twenty piglets were recorded during the castration procedure, and separated into two groups: without anesthesia and local anesthesia with lidocaine base. For the recording of acoustic...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Vocal expression; Well-being; Level of pain; Pig.
Ano: 2012 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162012000200001
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