Mélanie Couture

17 papers C 1Journal 3Unranked 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
Contrastive Self-Supervised Learning for Sensor-Based Human Activity Recognition: A Review.
IEEE Access
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2024 J jnl
Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-Attention.
Sensors
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2024 — conf
Utilizing Self-Supervised Learning for Recognizing Human Activity in Older Adults through Labeling Applications in Real-World Smart Homes.
GoodIT
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Hubert Kenfack Ngankam, Maxime Lussier, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2023 — conf
Leveraging Self-Supervised Learning for Human Activity Recognition with Ambient Sensors.
GoodIT
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2023 — conf
My Iliad: A Ludic Interface Using Ambient Assistive Technology to Promote Aging in Place.
HCI (33)
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
2022 — conf
An Assistive Technology for Cognition to Support Meal Preparation: The Concept Map of a User-centred Design Process and Procedure.
HEALTHINF
Sareh Zarshenas, Nathalie Bier, Hélène Pigot, Sylvain Giroux, Patricia Briskie Semeniuk, Mélanie Couture, Carolina Bottari
2022 — conf
How Can Municipalities Support Aging in Place using Technological Innovations? A Single-case Study in a Canadian City.
HEALTHINF
Mélanie Couture, Aline Aboujaoudé, Sylvain Giroux, Hélène Pigot, Nathalie Bier
2022 — conf
NEARS-Hub, a Lightweight Edge Computing for Real-Time Monitoring in Smart Environments.
UCAmI
Hubert Kenfack Ngankam, Maxime Lussier, Aline Aboujaoudé, Hélène Pigot, Sébastien Gaboury, Kevin Bouchard, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2022 — conf
SAPA Technology: An AAL Architecture for Telemonitoring.
HEALTHINF
Hubert Kenfack Ngankam, Maxime Lussier, Aline Aboujaoudé, Cédric Demongivert, Hélène Pigot, Sébastien Gaboury, Kevin Bouchard, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2022 — conf
Smart Environments in Support of Fragile and Isolated Older Adults: Protocol for the City of Côte Saint-Luc's Living Lab.
HEALTHINF
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
2021 J jnl
A distributable event-oriented architecture for activity recognition in smart homes.
J. Reliab. Intell. Environ.
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Bruno Bouchard, Maxime Lussier, Maxime Parenteau, Catherine Laliberté, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2021 — conf
Fall Prevention and Detection in Smart Homes Using Monocular Cameras and an Interactive Social Robot.
GoodIT
Killian Lachaux, Julien Maitre, Kevin Bouchard, Maxime Lussier, Carolina Bottari, Mélanie Couture, Nathalie Bier, Sylvain Giroux, Sébastien Gaboury
2021 — conf
Handling of Labeling Uncertainty in Smart Homes using Generalizable Fuzzy Features.
GoodIT
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Maxime Lussier, Hubert Kenfack Ngankam, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2020 — conf
Fuzzy Features for Quality Estimation of Activity Instances in a Dataset.
GOODTECHS
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Maxime Lussier, Hubert Kenfack Ngankam, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2019 C conf
An IoT Architecture of Microservices for Ambient Assisted Living Environments to Promote Aging in Smart Cities.
ICOST
Hubert Kenfack Ngankam, Hélène Pigot, Maxime Parenteau, Maxime Lussier, Aline Aboujaoudé, Catherine Laliberté, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2015 — conf
A Tool to Diagnose Autism in Children Aged Between Two to Five Old: An Exploratory Study with the Robot QueBall.
HRI (Extended Abstracts)
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
2015 — conf
Cognitive Assistance to Meal Preparation: Design, Implementation, and Assessment in a Living Lab.
AAAI Spring Symposia
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