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S. Gaboury · SciRah

Researcher profile · Semantic Scholar

S. Gaboury

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S. Gaboury — researcher profile on SciRah

h-index: 25
Works: 234
Citations: 2,517

Most-cited papers

Fall Detection With UWB Radars and CNN-LSTM Architecture
J. Maître, K. Bouchard, S. Gaboury
2020IEEE journal of biomedical and health informatics119 citations Open access
Semantic Scholar
Socially Assistive Robots: The Specific Case of the NAO
Adam Robaczewski, J. Bouchard, K. Bouchard, S. Gaboury
2020International Journal of Social Robotics107 citations
Semantic Scholar
Recognizing activities of daily living from UWB radars and deep learning
J. Maître, K. Bouchard, Camille Bertuglia, S. Gaboury
2021Expert systems with applications74 citations Open access
Semantic Scholar
Coefficient estimates for a general subclass of analytic and bi-univalent functions of the Ma–Minda type
H. M. Srivastava, S. Gaboury, F. Ghanim
201858 citations
Semantic Scholar
Activity Recognition in Smart Homes using UWB Radars
K. Bouchard, J. Maître, Camille Bertuglia, S. Gaboury
2020ANT/EDI4045 citations Open access
Semantic Scholar
Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-Attention
Hui Chen, C. Gouin-Vallerand, K. Bouchard, S. Gaboury +3 more
2024Italian National Conference on Sensors39 citations Open access
Semantic Scholar
Recognizing multi-resident activities in non-intrusive sensor-based smart homes by formal concept analysis
Jianguo Hao, A. Bouzouane, S. Gaboury
2018Neurocomputing34 citations
Semantic Scholar
Using Ambient Assisted Living to Monitor Older Adults With Alzheimer Disease: Single-Case Study to Validate the Monitoring Report
M. Lussier, A. Aboujaoudé, M. Couture, M. Moreau +10 more
2020JMIR Medical Informatics33 citations Open access
Semantic Scholar
Serious games for people with mental disorders: State of the art of practices to maintain engagement and accessibility
Yannick Francillette, Eric Boucher, B. Bouchard, K. Bouchard +1 more
2021Entertainment Computing28 citations
Semantic Scholar
Denoising UWB Radar Data for Human Activity Recognition Using Convolutional Autoencoders
Virgile Lafontaine, K. Bouchard, J. Maître, S. Gaboury
2023IEEE Access26 citations Open access
Semantic Scholar
Tracking objects within a smart home
Frédéric Bergéron, K. Bouchard, S. Gaboury, S. Giroux
2018Expert systems with applications22 citations Open access
Semantic Scholar
Towards a more reliable and scalable architecture for smart home environments
Valère Plantevin, A. Bouzouane, B. Bouchard, S. Gaboury
2018Journal of Ambient Intelligence and Humanized Computing22 citations
Semantic Scholar
A More Efficient Transportable and Scalable System for Real-Time Activities and Exercises Recognition
Kévin Chapron, Valère Plantevin, Florentin Thullier, K. Bouchard +2 more
2018Italian National Conference on Sensors21 citations Open access
Semantic Scholar
Integrating an Ambient Assisted Living monitoring system into clinical decision-making in home care: An embedded case study
M. Lussier, M. Couture, M. Moreau, Catherine Laliberté +9 more
2020Gerontechnology20 citations Open access
Semantic Scholar
Contrastive Self-Supervised Learning for Sensor-Based Human Activity Recognition: A Review
Hui Chen, C. Gouin-Vallerand, Kévin Bouchard, S. Gaboury +3 more
2024IEEE Access19 citations Open access
Semantic Scholar
Highly Accurate Bathroom Activity Recognition Using Infrared Proximity Sensors
Kévin Chapron, Patrick Lapointe, K. Bouchard, S. Gaboury
2019IEEE journal of biomedical and health informatics19 citations Open access
Semantic Scholar
Basic Daily Activity Recognition with a Data Glove
J. Maître, Clément Rendu, K. Bouchard, B. Bouchard +1 more
2019ANT/EDI4019 citations Open access
Semantic Scholar
Object recognition in performed basic daily activities with a handcrafted data glove prototype
J. Maître, Clément Rendu, K. Bouchard, B. Bouchard +1 more
2021Pattern Recognition Letters17 citations
Semantic Scholar
Effects and Acceptability of an Individualized Home-Based 10-Week Training Program in Adults with Myotonic Dystrophy Type 1
I. Lessard, S. Gaboury, C. Gagnon, K. Bouchard +4 more
2020Journal of Neuromuscular Diseases14 citations Open access
Semantic Scholar
Modeling Human Activities Using Behaviour Trees in Smart Homes
B. Bouchard, S. Gaboury, K. Bouchard, Yannick Francillette
2018Petra14 citations Open access
Semantic Scholar
Data filtering and deep learning for enhanced human activity recognition from UWB radars
J. Maître, K. Bouchard, S. Gaboury
2023Journal of Ambient Intelligence and Humanized Computing13 citations
Semantic Scholar
Hand Gestures Identification for Fine-Grained Human Activity Recognition in Smart Homes
Alex Roberge, B. Bouchard, J. Maître, S. Gaboury
2022ANT/EDI4013 citations Open access
Semantic Scholar
Filtering Data Bins of UWB Radars for Activity Recognition with Random Forest
Thomas Imbeault-Nepton, J. Maître, K. Bouchard, S. Gaboury
2022ANT/EDI4013 citations Open access
Semantic Scholar
Ultra-wideband data as input of a combined EfficientNet and LSTM architecture for human activity recognition
A. Beaulieu, Florentin Thullier, K. Bouchard, J. Maître +1 more
2022Journal of Ambient Intelligence and Smart Environments13 citations Open access
Semantic Scholar
Leveraging Self-Supervised Learning for Human Activity Recognition with Ambient Sensors
Hui Chen, C. Gouin-Vallerand, K. Bouchard, S. Gaboury +3 more
2023Conference on Information Technology for Social Good12 citations Open access
Semantic Scholar
Modeling, learning, and simulating human activities of daily living with behavior trees
Yannick Francillette, B. Bouchard, K. Bouchard, S. Gaboury
2020Knowledge and Information Systems12 citations Open access
Semantic Scholar
Modeling the behavior of persons with mild cognitive impairment or Alzheimer’s for intelligent environment simulation
Yannick Francillette, Eric Boucher, N. Bier, M. Lussier +3 more
2020User modeling and user-adapted interaction11 citations Open access
Semantic Scholar
A New Device to Track and Identify people in a Multi-Residents Context
Patrick Lapointe, Kévin Chapron, K. Bouchard, S. Gaboury
2020ANT/EDI4011 citations Open access
Semantic Scholar
Predicting levels of prolonged grief disorder symptoms during the COVID-19 pandemic: An integrated approach of classical data exploration, predictive machine learning, and explainable AI.
Jacques Cherblanc, S. Gaboury, J. Maître, Isabelle Côté +2 more
2024Journal of Affective Disorders10 citations
Semantic Scholar
An incremental learning method based on formal concept analysis for pattern recognition in nonstationary sensor-based smart environments
Jianguo Hao, A. Bouzouane, S. Gaboury
2019Pervasive and Mobile Computing10 citations
Semantic Scholar
RFID Indoor Localization Using Statistical Features
Frédéric Bergéron, K. Bouchard, S. Gaboury, S. Giroux
2021Cybernetics and systems9 citations
Semantic Scholar
Real-time gait speed evaluation at home in a multi residents context
Kévin Chapron, K. Bouchard, S. Gaboury
2020Multimedia tools and applications9 citations Open access
Semantic Scholar
A Systematic Evaluation of the XeThru X4 Ultra-Wideband Radar Behavior
Florentin Thullier, A. Beaulieu, J. Maître, S. Gaboury +1 more
2021EUSPN/ICTH8 citations Open access
Semantic Scholar
Hybrid-Based Facial Expression Recognition Approach for Human-Computer Interaction
Yacine Yaddaden, M. Adda, A. Bouzouane, S. Gaboury +1 more
2018IEEE International Workshop on Multimedia Signal Processing8 citations
Semantic Scholar
A distributable event-oriented architecture for activity recognition in smart homes
Cédric Demongivert, K. Bouchard, S. Gaboury, B. Bouchard +6 more
2021Journal of Reliable Intelligent Environments7 citations
Semantic Scholar
One-Class and Bi-Class SVM Classifier Comparison for Automatic Facial Expression Recognition
Yacine Yaddaden, M. Adda, A. Bouzouane, S. Gaboury +1 more
2018International Conference on Independent Component Analysis and Signal Separation7 citations
Semantic Scholar
Vibration of the Whole Foot Soles Surface Using an Inexpensive Portable Device to Investigate Age-Related Alterations of Postural Control
Lydiane Lauzier, M. Kadri, Émilie Bouchard, K. Bouchard +8 more
2021Frontiers in Human Neuroscience6 citations Open access
Semantic Scholar
Alternative Deep Learning Architectures for Feature-Level Fusion in Human Activity Recognition
J. Maître, K. Bouchard, S. Gaboury
2021Journal on spesial topics in mobile networks and applications6 citations
Semantic Scholar
Handling of Labeling Uncertainty in Smart Homes using Generalizable Fuzzy Features
Cédric Demongivert, K. Bouchard, S. Gaboury, M. Lussier +4 more
2021Conference on Information Technology for Social Good5 citations
Semantic Scholar
Acti-DM1: Monitoring the Activity Level of People With Myotonic Dystrophy Type 1 Through Activity and Exercise Recognition
Kévin Chapron, Patrick Lapointe, I. Lessard, Hans Darsmstadt-Bélanger +5 more
2021IEEE Access5 citations Open access
Semantic Scholar
Features Exploration for Grades Prediction using Machine Learning
K. Bouchard, L. Gonzales, J. Maître, S. Gaboury
2020International Conference on Smart Objects and Technologies for Social Good5 citations Open access
Semantic Scholar
Towards Using Scientific Publications to Automatically Extract Information on Rare Diseases
Charles Cousyn, K. Bouchard, S. Gaboury, B. Bouchard
2019Journal on spesial topics in mobile networks and applications5 citations Open access
Semantic Scholar
Maximizing Player Engagement in a Global Warming Sensitization Video Game Through Reinforcement Learning
Maxime Boudreault, B. Bouchard, K. Bouchard, S. Gaboury
2018International Conference on Smart Objects and Technologies for Social Good5 citations Open access
Semantic Scholar
Applications of extended Watson's summation theorem
Y. S. Kim, S. Gaboury, A. Rathie
20185 citations Open access
Semantic Scholar
Gender differences in grief and growth: An international gender-matched controlled study from Belgium, Canada, and Spain.
Jacques Cherblanc, Isabelle Côté, Emmanuelle Zech, Manuel Fernández-Alcántara +6 more
2025Death Studies4 citations
Semantic Scholar
Utilizing Self-Supervised Learning for Recognizing Human Activity in Older Adults through Labeling Applications in Real-World Smart Homes
Hui Chen, C. Gouin-Vallerand, K. Bouchard, S. Gaboury +5 more
2024Conference on Information Technology for Social Good4 citations
Semantic Scholar
Generating Synthetic Augmentation Data from a Practical UWB Radar Dataset Using VQ-VAE
Virgile Lafontaine, K. Bouchard, J. Maître, S. Gaboury
2024Conference on Information Technology for Social Good4 citations
Semantic Scholar
Fall Detection from UWB Radars: A Comparative Analysis of Deep Learning and Classical Machine Learning Techniques
Thomas Imbeault-Nepton, J. Maître, K. Bouchard, S. Gaboury
2023Conference on Information Technology for Social Good4 citations Open access
Semantic Scholar
Investigating anxiety levels in the Quebec university community during the COVID-19 pandemic using machine learning and data exploration techniques
J. Maître, Christiane Bergeron-Leclerc, D. Maltais, S. Gaboury
2023Multimedia tools and applications4 citations
Semantic Scholar
NEARS-Hub, a Lightweight Edge Computing for Real-Time Monitoring in Smart Environments
Hubert Kenfack Ngankam, M. Lussier, A. Aboujaoudé, H. Pigot +5 more
2022International Conference on Ubiquitous Computing and Ambient Intelligence4 citations
Semantic Scholar

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