Chen, Hui

Profile

Keywords:

Activity Recognition, Artificial Intelligence, Ambient Assistive Living, Smart Home, Ageing Adults

I am a Ph.D. student in computer science at the Université de Sherbrooke, working under the supervision of Dr. Sylvain Giroux, Dr. Charles Gouin-Vallerand, Dr. Sébastien Gaboury, and Dr. Kévin Bouchard. My research focuses on using artificial intelligence to recognize Activities of Daily Living (ADLs) and learn routines in residents' context. Moreover, my research interests focus on telemonitoring and cognitive assistance for frail elderly based on the ambient sensor infrastructure deployed in a senior living community.

AGE-WELL Funded Projects

Development of smart homes for aging in place; at Résidences Le 1615 & Le 1625 (AWCRP-2020-06)

Outputs

Title	Category	Date	Authors
Numerical investigations of several factors affecting brain injury Université de Sherbrooke	Scientific Excellence - Advancing Knowledge	2010-06-01	Hui Chen, 1357
Finite-element study of cerebrospinal fluid in mitigating closed head injuries Université de Sherbrooke	Scientific Excellence - Advancing Knowledge	2012-01-01	1357, Li Z*, Hui Chen
On evaluation of intracranial pressure in closed head injury Université de Sherbrooke	Scientific Excellence - Advancing Knowledge	2010-01-01	Li Z, 1357, Hui Chen, Qi Zhang, Del Bigio M
Parametric Study of Closed Head Injuries Université de Sherbrooke	Scientific Excellence - Advancing Knowledge	2010-01-01	Hui Chen, 1357
Original research: Ethnic and Immigrant Variations in the Time Trends of Dementia and Parkinsonism Université de Sherbrooke	Scientific Excellence - Advancing Knowledge	2021-01-01	JJ Wong, Kwong JC, Tu K, Butt DA, Wilton AS, Shah BR, Murray BJ, Kopp A, Hui Chen
Original research: Time trends of the incidence, prevalence, and mortality of parkinsonism Université de Sherbrooke	Scientific Excellence - Advancing Knowledge	2019-01-01	JJ Wong, Kwong JC, Tu K, Butt DA, Copes R, Wilton AS, Murray BJ, Kopp A, Hui Chen
Self-Supervised Learning for Human Activity Recognition of the Elderly in Smart Home	Scientific Excellence - Advancing Knowledge	2023-10-24	Hui Chen, Sylvain Giroux, Charles Gouin-Vallerand, Kevin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier
Leveraging Self-Supervised Learning for Human Activity Recognition with Ambient Sensors	Scientific Excellence - Advancing Knowledge	2023-09-06	Hui Chen, Charles Gouin-Vallerand, Kevin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux
Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-Attention	Scientific Excellence - Advancing Knowledge	2024-01-29	Hui Chen, Charles Gouin-Vallerand, Kevin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux

Themes

Supportive Homes & Communities (CA1)

Current Projects

Development of smart homes for aging in place; at Résidences Le 1615 & Le 1625 (AWCRP-2020-06) (HQP)

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Chen, Hui

From AGE-WELL Forum

Chen, Hui

Profile

AGE-WELL Funded Projects

Outputs

Themes

Current Projects