Mélanie Couture

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Activity Recognition

Smart Environments

Top Venues

J. Reliab. Intell. Environ.

HRI (Extended Abstracts)

Publications

Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Hubert Kenfack Ngankam, Maxime Lussier, Mélanie Couture, Nathalie Bier, Sylvain Giroux
Utilizing Self-Supervised Learning for Recognizing Human Activity in Older Adults through Labeling Applications in Real-World Smart Homes. GoodIT (2024)
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux
Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-Attention. Sensors 24 (3) (2024)
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux
Leveraging Self-Supervised Learning for Human Activity Recognition with Ambient Sensors. GoodIT (2023)
Hubert Kenfack Ngankam, Célia Lignon, Maxime Lussier, Aline Aboujaoudé, Renée-pier Filiou, Hélène Pigot, Sébastien Gaboury, Kevin Bouchard, Guy Paré, Carolina Bottari, Mélanie Couture, Nathalie Bier, Sylvain Giroux
My Iliad: A Ludic Interface Using Ambient Assistive Technology to Promote Aging in Place. HCI (33) (2023)
Nathalie Bier, Mélanie Couture, Thomas Tannou, Carolina Bottari, Thomas Lihoreau, Hélène Pigot, Sylvia Pelayo, Xavier Ferrer, Rosalie Wang, Charles Gouin-Vallerand, Guy Paré, Sébastien Gaboury, Kevin Bouchard, Sandra Smele, Sylvain Giroux
Smart Environments in Support of Fragile and Isolated Older Adults: Protocol for the City of Côte Saint-Luc's Living Lab. HEALTHINF (2022)
Hubert Kenfack Ngankam, Maxime Lussier, Aline Aboujaoudé, Cédric Demongivert, Hélène Pigot, Sébastien Gaboury, Kevin Bouchard, Mélanie Couture, Nathalie Bier, Sylvain Giroux
SAPA Technology: An AAL Architecture for Telemonitoring. HEALTHINF (2022)
Mélanie Couture, Aline Aboujaoudé, Sylvain Giroux, Hélène Pigot, Nathalie Bier
How Can Municipalities Support Aging in Place using Technological Innovations? A Single-case Study in a Canadian City. HEALTHINF (2022)
Sareh Zarshenas, Nathalie Bier, Hélène Pigot, Sylvain Giroux, Patricia Briskie Semeniuk, Mélanie Couture, Carolina Bottari
An Assistive Technology for Cognition to Support Meal Preparation: The Concept Map of a User-centred Design Process and Procedure. HEALTHINF (2022)
Hubert Kenfack Ngankam, Maxime Lussier, Aline Aboujaoudé, Hélène Pigot, Sébastien Gaboury, Kevin Bouchard, Mélanie Couture, Nathalie Bier, Sylvain Giroux
NEARS-Hub, a Lightweight Edge Computing for Real-Time Monitoring in Smart Environments. UCAmI (2022)
Killian Lachaux, Julien Maitre, Kevin Bouchard, Maxime Lussier, Carolina Bottari, Mélanie Couture, Nathalie Bier, Sylvain Giroux, Sébastien Gaboury
Fall Prevention and Detection in Smart Homes Using Monocular Cameras and an Interactive Social Robot. GoodIT (2021)
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Maxime Lussier, Hubert Kenfack Ngankam, Mélanie Couture, Nathalie Bier, Sylvain Giroux
Handling of Labeling Uncertainty in Smart Homes using Generalizable Fuzzy Features. GoodIT (2021)
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Bruno Bouchard, Maxime Lussier, Maxime Parenteau, Catherine Laliberté, Mélanie Couture, Nathalie Bier, Sylvain Giroux
A distributable event-oriented architecture for activity recognition in smart homes. J. Reliab. Intell. Environ. 7 (3) (2021)
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Maxime Lussier, Hubert Kenfack Ngankam, Mélanie Couture, Nathalie Bier, Sylvain Giroux
Fuzzy Features for Quality Estimation of Activity Instances in a Dataset. GOODTECHS (2020)
Hubert Kenfack Ngankam, Hélène Pigot, Maxime Parenteau, Maxime Lussier, Aline Aboujaoudé, Catherine Laliberté, Mélanie Couture, Nathalie Bier, Sylvain Giroux
An IoT Architecture of Microservices for Ambient Assisted Living Environments to Promote Aging in Smart Cities. ICOST (2019)
Julie Golliot, Catherine Raby-Nahas, Mark Vezina, Yves-Marie Merat, Audrée-Jeanne Beaudoin, Mélanie Couture, Tamie Salter, Bianca Côté, Cynthia Duclos, Maryse Lavoie, François Michaud
A Tool to Diagnose Autism in Children Aged Between Two to Five Old: An Exploratory Study with the Robot QueBall. HRI (Extended Abstracts) (2015)
Sylvain Giroux, Nathalie Bier, Hélène Pigot, Bruno Bouchard, Abdenour Bouzouane, Mélanie Levasseur, Mélanie Couture, Carolina Bottari, Bonnie Swaine, Pierre-Yves Therriault, Kevin Bouchard, Fanny Le Morellec, Stéphanie Pinard, Sabrina Azzi, Marisnel Olivares, Taoufik Zayani, Guylaine Le Dorze, Pierre De Loor, André Thépaut, Brigitte Le Pévédic
Cognitive Assistance to Meal Preparation: Design, Implementation, and Assessment in a Living Lab. AAAI Spring Symposia (2015)