Modelado de la conducta de ganado bovino mediante técnicas de Ciencia de Datos
J. Navarro García, I. Martín de Diego, R. Rodríguez Fernández
Digitanimal es un software como servicio destinado a la monitorización y localización de animales en extensivo para incrementar la productividad de las ganaderías y mejorar la salud animal. Digitanimal se apoya en el uso de un software especialmente pensado para el fácil acceso y la representación de la información a los clientes y en dispositivos IoT instalados en los animales a modo de collar. Se trata de dispositivos electrónicos diseñados ínegramente por Sensowave, de alta sensibilidad y autonomía que aportan de forma continua datos referentes a la situación y el estado del animal. En este trabajo se emplean métodos y técnicas de Ciencia de Datos, junto con la información generada por estos dispositivos para detectar patrones de comportamiento anómalos en ganado bovino. Se ha conseguido predecir los días de celo de los animales, detectar el parto y monitorizar el comportamiento de los animales ante ataques de depredadores.
Keywords: Ciencia de datos, Comportamiento animal, IoT, Trayectorias, Detección de atípicos, Ganadería
Scheduled
Invited Session Math-In. Industrial Applications II
June 8, 2022 4:00 PM
Auditorium
Other papers in the same session
V. Álvarez, S. Mazuelas Franco, J. A. Lozano
N. Mollá, A. Rabasa, J. Sánchez-Soriano, J. J. Rodríguez-Sala, A. Ferrándiz
J. C. Rella, J. M. Vilar, R. Cao
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6/8/22
Visit Alhambra
Tomorrow, Thursday, we will visit the Alhambra. 1. At 7:00 p.m., buses will start leaving from the door of the Hotel Granada Center (in front of the door of the Faculty of Sciences) 2. Upon arrival, groups with guides will be organized. 3. There will be groups in English language. These groups will wait at the destination until the arrival of all buses. 4. After the visit to the Alhambra we will walk to the Carmen de los Mártires to have a cocktail. 5. On the way back, we can go back by bus, which will leave from the same place where they left us at the Alhambra. 6. Although the way to the Alhambra by bus seems long, it really is close to the city. We invite you, whoever wishes, to go down for a pleasant walk. 7. Do not forget to take your Alhambra ticket and your identity card or passport. The document must be the same whose number matches the ticket number you have.
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5/31/22
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5/27/22
Gala Dinner
It opens the possibility that anyone who is registered for the conference, and wants non-registered companions to attend the gala dinner, can do so by paying the price of this dinner (80 euros VAT included). This payment must be made before June 1 (inclusive). To do this, contact with [email protected]
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5/23/22
IMPORTANT WARNING
To access the Alhambra on the visit on Thursday 9, it is obligatory to present the identification document whose reference was sent to the organization (eurocongress)
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5/16/22
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