Using language model to bootstrap human activity recognition ambient sensors based in smart homes

D Bouchabou, SM Nguyen, C Lohr, B LeDuc… - Electronics, 2021 - mdpi.com
Long Short Term Memory (LSTM)-based structures have demonstrated their efficiency for
daily living recognition activities in smart homes by capturing the order of sensor activations …

Toward sustainable energy-independent buildings using internet of things

N Hossein Motlagh, A Khatibi, A Aslani - Energies, 2020 - mdpi.com
Buildings are one of the primary consumers of energy. In addition to the electricity grids,
renewable energies can be used to supply the energy demand of buildings. Intelligent …

A Smart Home Digital Twin to Support the Recognition of Activities of Daily Living

D Bouchabou, J Grosset, SM Nguyen, C Lohr, X Puig - Sensors, 2023 - mdpi.com
One of the challenges in the field of human activity recognition in smart homes based on IoT
sensors is the variability in the recorded data. This variability arises from differences in home …

Digital Twin Architecture for Ambient Assisted Living

A Ramadan, FF De Lamotte, N Julien - International Workshop on Service …, 2023 - Springer
Our goal is to enhance the day-to-day lives of elderly and disabled individuals through the
use of Ambient Assisted Living (AAL) supported by a digital twin. This paper proposes an …

Execution of a smart street lighting system for energy saving enhancement

IA Satam, SN Shahab, HA Kamel… - Bulletin of Electrical …, 2021 - beei.org
In many countries, particularly, third world countries. The common issue is saving energy.
Thats why smart systems considered now primary for life requirements. This work aims to …

[PDF][PDF] Reconnaissance d'activités de la vie quotidienne au moyen de capteurs domotiques et d'apprentissage profond: lorsque syntaxe, sémantique et contexte se …

D Bouchabou, C Lohr, I Kanellos… - Revue Ouverte d' …, 2023 - inria.hal.science
R.—Dans la thématique grandissante de la reconnaissance d'activités de la vie quotidienne
au sein de maisons intelligentes, les réseaux de neurones basées sur les Long Short Term …

[PDF][PDF] Using Language Model to Bootstrap Human Activity Recognition Ambient Sensors Based in Smart Homes. Electronics 2021, 10, 2498

D Bouchabou, SM Nguyen, C Lohr, B LeDuc… - Recall - nguyensmai.free.fr
Long Short Term Memory (LSTM)-based structures have demonstrated their efficiency for
daily living recognition activities in smart homes by capturing the order of sensor activations …

Implementation of A Smart Neighborhood to Enhance Energy Consumption

IA Satam, MNA Al-Hamadani… - Solid State …, 2020 - solidstatetechnology.us
Smart systems became essential for advanced life requirements. The major problem that
faced society, especially third world countries is energy, and how to save energy. The aim of …