Simulating daily activities in a smart home for data generation

J Renoux, F Klugl - 2018 Winter Simulation Conference (WSC), 2018 - ieeexplore.ieee.org
Smart Homes are currently one of the hottest topics in the area of Internet of Things or
Augmented Living. In order to provide high-level intelligent solutions, algorithms for …

BIM Sim/3D: multi-agent human activity simulation in indoor spaces

YJ Zhao, FF Pour, S Golestan… - 2019 IEEE/ACM 5th …, 2019 - ieeexplore.ieee.org
Smart buildings are a prevalent example of cyberphysical systems: embedded with sensors,
they emit a continuous data stream based on which algorithms are being developed to infer …

Smart Indoor Space Simulation Methodologies: A Review

S Golestan, E Stroulia, I Nikolaidis - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Research on smart indoor space applications, which focus on the occupants' trace, requires
a design process consisting of deploying several devices (sensors and actuators) and …

[PDF][PDF] Human Digital Twin in Industry 4.0: Concept and Preliminary Model.

Y Naudet, A Baudet, M Risse - IN4PL, 2021 - pdfs.semanticscholar.org
Digital Twins originally concern technical systems and do not yet integrate human elements
properly. This limits their quality and usefulness when we consider systems where machines …

[HTML][HTML] Predicting activity duration in smart sensing environments using synthetic data and partial least squares regression: the case of dementia patients

M Ortiz-Barrios, E Järpe, M García-Constantino… - Sensors, 2022 - mdpi.com
The accurate recognition of activities is fundamental for following up on the health progress
of people with dementia (PwD), thereby supporting subsequent diagnosis and treatments …

[HTML][HTML] A model-based simulator for smart homes: Enabling reproducibility and standardization

S Veneruso, Y Bertrand, F Leotta… - Journal of Ambient …, 2023 - content.iospress.com
Scientific contributions in the area of smart environments cover different tasks of ambient
intelligence including action and activity recognition, anomaly detection, and automated …

WSIA: web ontological search engine based on smart agents applied to scientific articles

PP Ariza-Colpas, MA Piñeres-Melo… - Advances in Swarm …, 2019 - Springer
Abstract The Semantic Web proposed by the W3C (Word Wide Web Consortium), aims to
make the automation of the information contained in the current web through semantic …

[HTML][HTML] MOVICLOUD: Agent-based 3D platform for the labor integration of disabled people

AL Barriuso, F De la Prieta, G Villarrubia González… - Applied Sciences, 2018 - mdpi.com
Featured Application The main application of this work is to perform 3D simulations of
different work environments, which can help to establish the accessibility problems that may …

Cross-environment activity recognition using word embeddings for sensor and activity representation

G Azkune, A Almeida, E Agirre - Neurocomputing, 2020 - Elsevier
Cross-environment activity recognition in smart homes is a very challenging problem,
specially for data-driven approaches. Currently, systems developed to work for a certain …

Generating and Evaluating Data of Daily Activities with an Autonomous Agent in a Virtual Smart Home

L Gramoli, J Cumin, J Lacoche, A Foulonneau… - ACM Transactions on …, 2024 - dl.acm.org
Training machine learning models to identify human behavior is a difficult yet essential task
to develop autonomous and adaptive systems such as smart homes. These models require …