Kevin Bouchard
Orcid: 0000-0002-5227-6602
According to our database1,
Kevin Bouchard
authored at least 105 papers
between 2010 and 2024.
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Bibliography
2024
Two-stage RFID approach for localizing objects in smart homes based on gradient boosted decision trees with under- and over-sampling.
J. Reliab. Intell. Environ., March, 2024
Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-Attention.
Sensors, February, 2024
Generating Synthetic Augmentation Data from a Practical UWB Radar Dataset Using VQ-VAE.
Proceedings of the 2024 International Conference on Information Technology for Social Good, 2024
Preparing for the Clinical Stage : Lab Development and Testing of Socially Assistive Robot for Physical Health Assessments.
Proceedings of the 2024 International Conference on Information Technology for Social Good, 2024
Utilizing Self-Supervised Learning for Recognizing Human Activity in Older Adults through Labeling Applications in Real-World Smart Homes.
Proceedings of the 2024 International Conference on Information Technology for Social Good, 2024
2023
Data filtering and deep learning for enhanced human activity recognition from UWB radars.
J. Ambient Intell. Humaniz. Comput., 2023
J. Ambient Intell. Humaniz. Comput., 2023
Denoising UWB Radar Data for Human Activity Recognition Using Convolutional Autoencoders.
IEEE Access, 2023
Technological Tools for Assisting People with Autism Spectrum Disorder (ASD), Intellectual Development Disorder (IDD) and Physical Disabilities (PD): Developing a technological tool that assists people with different disabilities or disorders to help their personal autonomy.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2023
My Iliad: A Ludic Interface Using Ambient Assistive Technology to Promote Aging in Place.
Proceedings of the Human Aspects of IT for the Aged Population, 2023
Fall Detection from UWB Radars: A Comparative Analysis of Deep Learning and Classical Machine Learning Techniques.
Proceedings of the 2023 ACM Conference on Information Technology for Social Good, 2023
Leveraging Self-Supervised Learning for Human Activity Recognition with Ambient Sensors.
Proceedings of the 2023 ACM Conference on Information Technology for Social Good, 2023
2022
Ultra-wideband data as input of a combined EfficientNet and LSTM architecture for human activity recognition.
J. Ambient Intell. Smart Environ., 2022
Profile Recognition for Accessibility and Inclusivity in Smart Cities Using a Thermal Imaging Sensor in an Embedded System.
IEEE Internet Things J., 2022
NEARS-Hub, a Lightweight Edge Computing for Real-Time Monitoring in Smart Environments.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022
Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022
Recognizing the Age, Gender, and Mobility of Pedestrians in Smart Cities using a CNN-BGRU on Thermal Images.
Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022
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.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022
Proceedings of the 13th International Conference on Ambient Systems, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
From Offline to Real-Time Distributed Activity Recognition in Wireless Sensor Networks for Healthcare: A Review.
Sensors, 2021
An open vibration and pressure platform for fall prevention with a reinforcement learning agent.
Pers. Ubiquitous Comput., 2021
Object recognition in performed basic daily activities with a handcrafted data glove prototype.
Pattern Recognit. Lett., 2021
Multim. Tools Appl., 2021
Alternative Deep Learning Architectures for Feature-Level Fusion in Human Activity Recognition.
Mob. Networks Appl., 2021
J. Reliab. Intell. Environ., 2021
Expert Syst. Appl., 2021
Serious games for people with mental disorders: State of the art of practices to maintain engagement and accessibility.
Entertain. Comput., 2021
Acti-DM1: Monitoring the Activity Level of People With Myotonic Dystrophy Type 1 Through Activity and Exercise Recognition.
IEEE Access, 2021
Development of a Mobile Exergame to Implement Brief Interventions to Increase Physical Activity for Adults with Schizophrenia.
Proceedings of the Serious Games - Joint International Conference, 2021
Proceedings of the 9th International Conference on Sport Sciences Research and Technology Support, 2021
Fall Prevention and Detection in Smart Homes Using Monocular Cameras and an Interactive Social Robot.
Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021
Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021
Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021
Monitoring changes in physical activity data during strength training of people with myotonic dystrophy type 1.
Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021
2020
Modeling the behavior of persons with mild cognitive impairment or Alzheimer's for intelligent environment simulation.
User Model. User Adapt. Interact., 2020
IEEE J. Biomed. Health Informatics, 2020
Towards Using Scientific Publications to Automatically Extract Information on Rare Diseases.
Mob. Networks Appl., 2020
Modeling, learning, and simulating human activities of daily living with behavior trees.
Knowl. Inf. Syst., 2020
J. Reliab. Intell. Environ., 2020
Hybrid Deep-Readout Echo State Network and Support Vector Machine with Feature Selection for Human Activity Recognition.
Proceedings of the Big Data Technologies and Applications, 2020
Classification models for data fusion in human activity recognition: alternative architectures.
Proceedings of the GoodTechs '20: 6th EAI International Conference on Smart Objects and Technologies for Social Good, 2020
Proceedings of the GoodTechs '20: 6th EAI International Conference on Smart Objects and Technologies for Social Good, 2020
Proceedings of the GoodTechs '20: 6th EAI International Conference on Smart Objects and Technologies for Social Good, 2020
Proceedings of the 11th International Conference on Ambient Systems, 2020
Proceedings of the 11th International Conference on Ambient Systems, 2020
Proceedings of the 11th International Conference on Ambient Systems, 2020
2019
Clustering of human activities from emerging movements - A flocking based unsupervised mining approach.
J. Ambient Intell. Humaniz. Comput., 2019
Comput. Geosci., 2019
Electric Device Recognition and Recommendation in Real-Time Based on Complex Event Processing for Smart Homes.
Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good, 2019
Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good, 2019
Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good, 2019
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019
An Open Vibration Platform to Evaluate Postural Control using a Simple Reinforcement Learning Agent.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019
2018
A More Efficient Transportable and Scalable System for Real-Time Activities and Exercises Recognition.
Sensors, 2018
AI Mag., 2018
Development of an Exergame on Mobile Phones to Increase Physical Activity for Adults with Severe Mental Illness.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018
Automated Extraction of Symptoms related to Rare Diseases from Scientific Publications.
Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good, 2018
Maximizing Player Engagement in a Global Warming Sensitization Video Game Through Reinforcement Learning.
Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good, 2018
2017
Transportable and scalable system for activities and exercises recognition in real-time.
Proceedings of the 2017 IEEE SmartWorld, 2017
Scalable indoor navigation system based on proximity Bluetooth beacons using tools of AI.
Proceedings of the 2017 IEEE SmartWorld, 2017
Proceedings of the 2017 IEEE SmartWorld, 2017
Proceedings of the Smart Objects and Technologies for Social Good, 2017
2016
Proceedings of the 7th IEEE Annual Ubiquitous Computing, 2016
Proceedings of the 7th IEEE Annual Ubiquitous Computing, 2016
Proceedings of the 7th IEEE Annual Ubiquitous Computing, 2016
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Qualitative Tracking of Objects in a Smart Home: A Passive RFID Approach Based on Decision Trees.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Activity recognition using back-propagation algorithm and minimum redundancy feature selection method.
Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016
Proceedings of the Artificial Intelligence Applied to Assistive Technologies and Smart Environments, 2016
Proceedings of the Artificial Intelligence Applied to Assistive Technologies and Smart Environments, 2016
2015
IEEE Intell. Syst., 2015
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Cognitive Assistance to Meal Preparation: Design, Implementation, and Assessment in a Living Lab.
Proceedings of the 2015 AAAI Spring Symposia, 2015
2014
Spatial recognition of activities for cognitive assistance: realistic scenarios using clinical data from Alzheimer's patients.
J. Ambient Intell. Humaniz. Comput., 2014
Int. J. Wirel. Inf. Networks, 2014
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014
Proceedings of the Smart Homes and Health Telematics - 12th International Conference, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Accurate RFID Trilateration to Learn and Recognize Spatial Activities in Smart Environment.
Int. J. Distributed Sens. Networks, 2013
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013
Proceedings of the 4th International Conference on Ambient Systems, 2013
2012
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012
Proceedings of the 3rd IEEE International Conference on Networked Embedded Systems for Every Application, 2012
Recognition of fuzzy contexts from temporal data under uncertainty case study: Activity recognition in smart homes.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012
Unsupervised discovery of spatial relationships between objects for activity recognition inside smart home.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012
2011
A new qualitative spatial recognition model based on Egenhofer topological approach using C4.5 algorithm: experiment and results.
Proceedings of the 2nd International Conference on Ambient Systems, 2011
Spatiotemporal knowledge representation and reasoning under uncertainty for action recognition in smart homes.
Proceedings of The 22nd Midwest Artificial Intelligence and Cognitive Science Conference 2011, 2011
Qualitative Spatial Activity Recognition Using a Complete Platform Based on Passive RFID Tags: Experimentations and Results.
Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011
2010
Proceedings of the Advances in Computer Science and Information Technology, 2010