AGE-WELL Funded ProjectsOutputs
| Title |
Category |
Date |
Authors |
| Exploration d’une multitude de capteurs pour la reconnaissance d’activités dans les habitats intelligentsSébastien Gaboury et Kevin Bouchard
Exploration d’une multitude de capteurs pour la reconnaissance d’activités dans les habitats intelligents,
Symposium de l’innovation AgeTech ,
29 juin 2021, en-ligneAWCRP-2020-06 Université du Québec à Chicoutimi | Scientific Excellence - Advancing Knowledge | 2021-06-29 | | | Simple Objects Tracking System for Smart Homes Université du Québec à Chicoutimi, Université de Sherbrooke | Scientific Excellence - Advancing Knowledge | 2015-11-01 | | | A distributable event-oriented architecture for activity recognition in smart homes Université du Québec à Chicoutimi, University of Montreal, Université de Sherbrooke, Université de Montréal | Scientific Excellence - Advancing Knowledge | 2021-01-01 | | | Handling of Labeling Uncertainty in Smart Homes using Generalizable Fuzzy Features Université du Québec à Chicoutimi, University of Montreal, Université de Sherbrooke, Université de Montréal | Scientific Excellence - Advancing Knowledge | 2021-01-01 | | | Fuzzy Features for Activity Quality Estimation in DatasetsCedric Demongivert, Kevin Bouchard, Sébastien Gaboury. Maxime Lussier, Hubert Kenfack Ngankam, Mélanie Couture, Nathalie Bier, Sylvain Giroux, Fuzzy Features for Activity Quality Estimation in Datasets, EAI GOODTECHS 2020 - 6th EAI International Conference on Smart Objects and Technologies for Social Good, September 14-16, 2020, Antwerp, Belgium.
Activity recognition in smart homes is a challenging problem that attracted a lot of attention in the past decades. Most approaches nowadays rely on data-driven methods from artificial intelligence, especially from the field of supervised machine learning. Therefore, those approaches heavily depend on the quality of the datasets they exploit. In this paper, we propose a generalizable method based upon fuzzy logic to estimate and diagnostic the quality of each activity instance of an existing dataset. We then apply it to a labeled dataset of the CASAS laboratory and analyze the results.}, booktitle = {Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social GoodAWCRP-2020-06 Université du Québec à Chicoutimi, University of Montreal, Université de Sherbrooke, Université de Montréal | Scientific Excellence - Advancing Knowledge | 2020-09-14 | | | Smart Homes in the Era of Big Data Université du Québec à Chicoutimi, Université de Sherbrooke | Scientific Excellence - Advancing Knowledge | 2016-09-01 | | | Leveraging Self-Supervised Learning for Human Activity Recognition with Ambient SensorsAWCRP-2020-06 Université de Sherbrooke, Université du Québec à Chicoutimi, Université de Montréal | Scientific Excellence - Advancing Knowledge | 2023-09-06 | | | Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-AttentionAWCRP-2020-06 Université de Sherbrooke, Université du Québec à Chicoutimi, Université de Montréal | Scientific Excellence - Advancing Knowledge | 2024-01-29 | | | NEARS-Hub, a Lightweight Edge Computing for Real-Time Monitoring in Smart EnvironmentsNEARS-Hub, a Lightweight Edge Computing for Real-Time Monitoring in Smart Environments
Best paper award for AMI for Health & A3LAWCRP-2020-06 University of Montreal, Université de Sherbrooke, Université du Québec à Chicoutimi, Université de Montréal | Scientific Excellence - Advancing Knowledge | 2022-11-29 | | | Self-Supervised Learning for Human Activity Recognition of the Elderly in Smart HomeAWCRP-2020-06 Université de Sherbrooke, Université du Québec à Chicoutimi, Université de Montréal | Scientific Excellence - Advancing Knowledge | 2023-10-24 | | | SAPA TECHNOLOGY : an AAL Architecture for Telemonitoring, full paper, Special Session on Smart Living Environments to Support Aging-in-Place in Vulnerable Older AdultsHubert Ngankam, Maxime Lussier, Aline Aboujaoude,, Cedric Demongivert, Hélène Pigot, Sebastien Gaboury, Kevin Bouchard, Melanie Couture, Bier Nathalie, and Sylvain Giroux, SAPA TECHNOLOGY : an AAL Architecture for Telemonitoring, full paper, Special Session on Smart Living Environments to Support Aging-in-Place in Vulnerable Older Adults - Smart CommuniCare 2022, 15th International Joint Conference on Biomedical Engineering Systems and Technologies - BIOSTEC 2022, Vol. 5: HEALTHINF, February 9-11, 2022, Vienna, Austria, pp. 892-898AWCRP-2020-06 University of Montreal, Université de Sherbrooke, Université du Québec à Chicoutimi, Université de Montréal | Scientific Excellence - Advancing Knowledge | 2022-02-09 | | | Modeling the behavior of persons with mild cognitive impairment or Alzheimer’s for intelligent environment simulation Université de Montréal, University of Montreal, Université du Québec à Chicoutimi | Scientific Excellence - Advancing Knowledge | 2020-01-01 | | | Integrating an Ambient Assisted Living monitoring system into clinical decision-making in home care: An embedded case studyAWCRP-2020-06 University of Montreal, Université de Sherbrooke, Université du Québec à Chicoutimi, Université de Montréal, HEC Montreal | Scientific Excellence - Advancing Knowledge | 2020-03-01 | Maxime Lussier, Mélanie Couture, M Moreau, Catherine Laliberté, Sylvain Giroux, Helene Pigot, Sébastien Gaboury, Kevin Bouchard, P Belchior, Carolina Bottari, Guy Paré, C Consel, Nathalie Bier | | Using Ambient Assisted Living to Monitor Older Adults With Alzheimer Disease: Single-Case Study to Validate the Monitoring ReportAWCRP-2020-06 University of Montreal, Université de Sherbrooke, Université du Québec à Chicoutimi, Université de Montréal, HEC Montreal | Scientific Excellence - Advancing Knowledge | 2020-11-13 | Maxime Lussier, Aline Aboujaoudé, Mélanie Couture, Maxim Moreau, Catherine Laliberté, Sylvain Giroux, Helene Pigot, Sébastien Gaboury, Kevin Bouchard, Patricia Belchior, Carolina Bottari, Guy Paré, Charles Consel, Nathalie Bier | | Fall Prevention and Detection in Smart Homes Using Monocular Cameras and an Interactive Social Robot Université du Québec à Chicoutimi, University of Montreal, Université de Montréal, Université de Sherbrooke | Scientific Excellence - Advancing Knowledge | 2021-01-01 | | | Fall Prevention and Detection in Smart Homes Using Monocular Cameras and an Interactive Social RobotLachaux Killian, Maitre Julien, Bouchard Kevin, Lussier Maxime, Bottari Carolina, Couture Mélanie, Bier Nathalie, Giroux Sylvain, and Gaboury Sebastien.
Fall Prevention and Detection in Smart Homes Using Monocular Cameras and an Interactive Social Robot.
In Proceedings of the Conference on Information Technology for Social Good (GoodIT '21). September 9 - 11, 2021,
Association for Computing Machinery, New York, NY, USA,
pp 7–12.
DOI:https://doi.org/10.1145/3462203.3475892AWCRP-2020-06 Université du Québec à Chicoutimi, University of Montreal, Université de Montréal, Université de Sherbrooke | Scientific Excellence - Advancing Knowledge | 2021-09-09 | | | Les environnements intelligents au service des intervenants en soutien à domicile : quel est leur potentiel pour les personnes âgées à risque de négligence de soi?Bier, N., *Lussier, M., Couture, M., *Moreau, M., Laliberté, C., Aboujaoudé, A., Giroux, S., Pigot,
H., Gaboury, S., Bouchard, K., Belchior, P., Bottari, C., Paré, G. Les environnements
intelligents au service des intervenants en soutien à domicile : quel est leur potentiel pour les
personnes âgées à risque de négligence de soi ? À paraître dans Allain, P.et al. (eds), Actualités
en rééducation neuropsychologique. SOLALAWCRP-2020-06 Université de Montréal, University of Montreal, Université de Sherbrooke, Université du Québec à Chicoutimi, HEC Montreal | Scientific Excellence - Advancing Knowledge | 2022-04-01 | Nathalie Bier, Maxime Lussier, Mélanie Couture, "Maxime Moreau ", Catherine Laliberté, Aline Aboujaoudé, Sylvain Giroux, Helene Pigot, Sébastien Gaboury, Kevin Bouchard, "Patricia Belchior ", Carolina Bottari, Guy Paré | | Managing the Fall Risk in Smart Homes Using Monocular Cameras, Ambient Sensors and an Interactive Social RobotMr. Killian Lachaux, Julien Maître, Kevin Bouchard, Dr. Maxime Lussier, Carolina Bottari, Mélanie Couture, Prof Nathalie Bier, Sylvain Giroux Sebastien Gaboury, Managing the Fall Risk in Smart Homes Using Monocular Cameras, Ambient Sensors and an Interactive Social Robot, 2022 IEEE International Conference on Blockchain, Smart Healthcare and Emerging Technologies (SmartBlock4Health), Bucharest on 24-25 October 2022AWCRP-2020-06 Université du Québec à Chicoutimi, University of Montreal, Université de Montréal, Université de Sherbrooke | Scientific Excellence - Advancing Knowledge | 2022-10-01 | | | Smart environments in support of fragile and isolated older adults: Protocol for the City of Côte Saint-Luc’s Living LabNathalie Bier, Thomas Tannou, Carolina Bottari, Sylvain Giroux, Hélène Pigot, Thomas Lihoreau, Sylvia Pelayo, Xavier Ferrer, Charles Gouin-Vallerand, Guy Paré, Sébastien Gaboury, Kevin Bouchard, Rosalie Wang, Mélanie Couture, Smart Environments in Support of Fragile and Isolated Older Adults: Protocol for the City of Côte Saint-Luc’s Living Lab, Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies - Smart CommuniCare, BIOSTEC 2022, Vol. 5: HEALTHINF, February 9-11, 2022, Vienna, Austria, pp. 883-891AWCRP-2020-06 Université de Montréal, Université de Sherbrooke, HEC Montreal, Université du Québec à Chicoutimi, University of Toronto | Scientific Excellence - Advancing Knowledge | 2022-02-09 | Nathalie Bier, "Thomas Tannou ", Carolina Bottari, Sylvain Giroux, Helene Pigot, "Thomas Lihoreau ", "Sylvia Pelayo ", "Xavier Ferrer ", Charles Gouin-Vallerand, Guy Paré, Sébastien Gaboury, Kevin Bouchard, Rosalie Wang, Mélanie Couture |
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