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dc.date.accessioned 2014-10-28T16:08:29Z
dc.date.available 2014-10-28T16:08:29Z
dc.date.issued 2014-09
dc.identifier.uri http://sedici.unlp.edu.ar/handle/10915/42006
dc.description.abstract Accurate and reliable detection of heat in dairy cows is essential for a controlled reproduction and therefore, for maintaining milk production. Classical approaches like visual identification are no longer viable on large dairy herds. Several automated techniques of detection have been proposed, but expected results are only achieved by expensive or invasive methods, because practical methods are not reliable. We present a method that aims to be both practical and accurate. It is based on simple attributes extracted from 3D acceleration data and well known classifiers: multilayer perceptrons, support vector machines and decision trees. Results show promising detection ratios, above 90% in several configurations of the detection system. Best results are achieved with multilayer perceptrons. This information could be readily incorporated to the automated system in a dairy farm and help to improve its efficiency. en
dc.format.extent 121-134 es
dc.language en es
dc.subject estrus recognition en
dc.subject dairy cattle en
dc.subject binnary classification en
dc.title 3d acceleration for heat detection in dairy cows en
dc.type Objeto de conferencia es
sedici.identifier.uri http://43jaiio.sadio.org.ar/proceedings/CAI/12.pdf es
sedici.identifier.issn 1851-2526 es
sedici.creator.person Vanrell, Sebastián R. es
sedici.creator.person Chelotti, José O. es
sedici.creator.person Galli, Julio es
sedici.creator.person Rufiner, Hugo Leonardo es
sedici.creator.person Milone, Diego H. es
sedici.subject.materias Ciencias Informáticas es
sedici.subject.materias Ciencias Agrarias es
sedici.description.fulltext true es
mods.originInfo.place Sociedad Argentina de Informática e Investigación Operativa (SADIO) es
sedici.subtype Objeto de conferencia es
sedici.rights.license Creative Commons Attribution 3.0 Unported (CC BY 3.0)
sedici.rights.uri http://creativecommons.org/licenses/by/3.0/
sedici.date.exposure 2014-09
sedici.relation.event XLIII Jornadas Argentinas de Informática e Investigación Operativa (43JAIIO)-VI Congreso Argentino de AgroInformática (CAI) (Buenos Aires, 2014) es
sedici.description.peerReview peer-review es

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Creative Commons Attribution 3.0 Unported (CC BY 3.0) Except where otherwise noted, this item's license is described as Creative Commons Attribution 3.0 Unported (CC BY 3.0)