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Communication Dans Un Congrès Année : 2023

Home Human behaviour monitoring based on recorded data from existing smart thermostat in North American houses

Daphne Bard
  • Fonction : Auteur
  • PersonId : 1288182
Camila Losada
  • Fonction : Auteur
  • PersonId : 1288183
Imad Rida
Plinio Morita
  • Fonction : Auteur
  • PersonId : 1288184
Dan Istrate

Résumé

In the context of increasing life expectation and the wish of elderly people to life home, monitoring system able to identify activities are needed. In order to develop this type of system large data base are needed. A possible solution is to use information from existing sensors used for other applications. In this paper we propose an approach of machine learning algorithms applied on a large data from Ecobee sensors in many houses in North America. The first results of classification are encouraging.
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Dates et versions

hal-04220753 , version 1 (28-09-2023)

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  • HAL Id : hal-04220753 , version 1

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Daphne Bard, Camila Losada, Imad Rida, Plinio Morita, Dan Istrate, et al.. Home Human behaviour monitoring based on recorded data from existing smart thermostat in North American houses. Colloque en TéléSANté et dispositifs biomédicaux, Université Paris 8, CNRS,, Jun 2023, Paris Saint Denis, France. ⟨hal-04220753⟩
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