Mélanie Couture

According to our database, Mélanie Couture authored at least 17 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-Attention.

Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux

Sensors, February, 2024

Contrastive Self-Supervised Learning for Sensor-Based Human Activity Recognition: A Review.

Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux

IEEE Access, 2024

Utilizing Self-Supervised Learning for Recognizing Human Activity in Older Adults through Labeling Applications in Real-World Smart Homes.

Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Hubert Kenfack Ngankam, Maxime Lussier, Mélanie Couture, Nathalie Bier, Sylvain Giroux

Proceedings of the 2024 International Conference on Information Technology for Social Good, 2024

2023

My Iliad: A Ludic Interface Using Ambient Assistive Technology to Promote Aging in Place.

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

Proceedings of the Human Aspects of IT for the Aged Population, 2023

Leveraging Self-Supervised Learning for Human Activity Recognition with Ambient Sensors.

Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux

Proceedings of the 2023 ACM Conference on Information Technology for Social Good, 2023

2022

NEARS-Hub, a Lightweight Edge Computing for Real-Time Monitoring in Smart Environments.

Hubert Kenfack Ngankam, Maxime Lussier, Aline Aboujaoudé, Hélène Pigot, Sébastien Gaboury, Kevin Bouchard, Mélanie Couture, Nathalie Bier, Sylvain Giroux

Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022

An Assistive Technology for Cognition to Support Meal Preparation: The Concept Map of a User-centred Design Process and Procedure.

Sareh Zarshenas, Nathalie Bier, Hélène Pigot, Sylvain Giroux, Patricia Briskie Semeniuk, Mélanie Couture, Carolina Bottari

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

SAPA Technology: An AAL Architecture for Telemonitoring.

Hubert Kenfack Ngankam, Maxime Lussier, Aline Aboujaoudé, Cédric Demongivert, Hélène Pigot, Sébastien Gaboury, Kevin Bouchard, Mélanie Couture, Nathalie Bier, Sylvain Giroux

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

How Can Municipalities Support Aging in Place using Technological Innovations? A Single-case Study in a Canadian City.

Mélanie Couture, Aline Aboujaoudé, Sylvain Giroux, Hélène Pigot, Nathalie Bier

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

Smart Environments in Support of Fragile and Isolated Older Adults: Protocol for the City of Côte Saint-Luc's Living Lab.

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

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

A distributable event-oriented architecture for activity recognition in smart homes.

Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Bruno Bouchard, Maxime Lussier, Maxime Parenteau, Catherine Laliberté, Mélanie Couture, Nathalie Bier, Sylvain Giroux

J. Reliab. Intell. Environ., 2021

Fall Prevention and Detection in Smart Homes Using Monocular Cameras and an Interactive Social Robot.

Killian Lachaux, Julien Maitre, Kevin Bouchard, Maxime Lussier, Carolina Bottari, Mélanie Couture, Nathalie Bier, Sylvain Giroux, Sébastien Gaboury

Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021

Handling of Labeling Uncertainty in Smart Homes using Generalizable Fuzzy Features.

Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Maxime Lussier, Hubert Kenfack Ngankam, Mélanie Couture, Nathalie Bier, Sylvain Giroux

Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021

2020

Fuzzy Features for Quality Estimation of Activity Instances in a Dataset.

Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Maxime Lussier, Hubert Kenfack Ngankam, Mélanie Couture, Nathalie Bier, Sylvain Giroux

Proceedings of the GoodTechs '20: 6th EAI International Conference on Smart Objects and Technologies for Social Good, 2020

2019

An IoT Architecture of Microservices for Ambient Assisted Living Environments to Promote Aging in Smart Cities.

Hubert Kenfack Ngankam, Hélène Pigot, Maxime Parenteau, Maxime Lussier, Aline Aboujaoudé, Catherine Laliberté, Mélanie Couture, Nathalie Bier, Sylvain Giroux

Proceedings of the How AI Impacts Urban Living and Public Health, 2019

2015

A Tool to Diagnose Autism in Children Aged Between Two to Five Old: An Exploratory Study with the Robot QueBall.

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

Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction, 2015

Cognitive Assistance to Meal Preparation: Design, Implementation, and Assessment in a Living Lab.

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

Proceedings of the 2015 AAAI Spring Symposia, 2015