Sébastien Gaboury
Orcid: 0000-0001-7749-3470
According to our database1,
Sébastien Gaboury
authored at least 136 papers
between 2011 and 2024.
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Bibliography
2024
Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-Attention.
Sensors, February, 2024
2023
Investigating anxiety levels in the Quebec university community during the COVID-19 pandemic using machine learning and data exploration techniques.
Multim. Tools Appl., December, 2023
LE2ML: a microservices-based machine learning workbench as part of an agnostic, reliable and scalable architecture for smart homes.
J. Ambient Intell. Humaniz. Comput., 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
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
NEARS-Hub, a Lightweight Edge Computing for Real-Time Monitoring in Smart Environments.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022
Exploring Anxiety of Québec University Community during COVID-19 Pandemic via Machine Learning.
Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022
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
Hand Gestures Identification for Fine-Grained Human Activity Recognition in Smart Homes.
Proceedings of the 13th International Conference on Ambient Systems, 2022
Proceedings of the 13th International Conference on Ambient Systems, 2022
2021
IEEE J. Biomed. Health Informatics, 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
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
2019
An incremental learning method based on formal concept analysis for pattern recognition in nonstationary sensor-based smart environments.
Pervasive Mob. Comput., 2019
J. Ambient Intell. Humaniz. Comput., 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
J. Ambient Intell. Humaniz. Comput., 2018
J. Ambient Intell. Humaniz. Comput., 2018
An experimental comparative study of RSSI-based positioning algorithms for passive RFID localization in smart environments.
J. Ambient Intell. Humaniz. Comput., 2018
Recognizing multi-resident activities in non-intrusive sensor-based smart homes by formal concept analysis.
Neurocomputing, 2018
User action and facial expression recognition for error detection system in an ambient assisted environment.
Expert Syst. Appl., 2018
AI Mag., 2018
A Comparison of Inertial Data Acquisition Methods for a Position-Independent Soil Types Recognition.
Proceedings of the 2018 IEEE SmartWorld, 2018
Proceedings of the 2018 IEEE SmartWorld, 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
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 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
Sensors, 2017
Sensors, 2017
Complex behavioral pattern mining in non-intrusive sensor-based smart homes using an intelligent activity inference engine.
J. Reliab. Intell. Environ., 2017
Expert Syst. Appl., 2017
Comput. Entertain., 2017
Proceedings of the 2017 IEEE SmartWorld, 2017
A position-independent method for soil types recognition using inertial data from a wearable device.
Proceedings of the 2017 IEEE SmartWorld, 2017
Proceedings of the 2017 IEEE SmartWorld, 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 RV-CuBES 2017. An International Workshop on Competitions, 2017
Proceedings of the Runtime Verification - 17th International Conference, 2017
2016
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Cognitive Errors Detection: Mining Behavioral Data Stream of People with Cognitive Impairment.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Towards User Activity Recognition Through Energy Usage Analysis And Complex Event Processing.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 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
Proceedings of the 2016 IEEE International Conference on Mobile Services, MS 2016, San Francisco, CA, USA, June 27, 2016
Real-Time Activity Prediction and Recognition in Smart Homes by Formal Concept Analysis.
Proceedings of the 12th International Conference on Intelligent Environments, 2016
Proceedings of the Inclusive Smart Cities and Digital Health, 2016
Proceedings of the Foundations and Practice of Security - 9th International Symposium, 2016
Proceedings of the 11th International Conference on Future Networks and Communications (FNC 2016) / The 13th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2016) / Affiliated Workshops, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 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
A Black-Box Model for Estimation of the Induction Machine Parameters Based on Stochastic Algorithms.
Int. J. Monit. Surveillance Technol. Res., 2015
Method of Recognition and Assistance Combining Passive RFID and Electrical Load Analysis That Handles Cognitive Errors.
Int. J. Distributed Sens. Networks, 2015
IEEE Intell. Syst., 2015
Nonintrusive system for assistance and guidance in smart homes based on electrical devices identification.
Expert Syst. Appl., 2015
Some further properties of a linear operator associated with the λ-generalized Hurwitz-Lerch zeta function related to the class of meromorphically univalent functions.
Appl. Math. Comput., 2015
A unified class of analytic functions involving a generalization of the Srivastava-Attiya operator.
Appl. Math. Comput., 2015
Generalized multiple integral representations for a large family of polynomials with applications.
Appl. Math. Comput., 2015
Proceedings of the 6th IEEE International Workshop on Program Comprehension through Dynamic Analysis, 2015
Proceedings of the Testing Software and Systems, 2015
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
An effective identification of the induction machine parameters using a classic genetic algorithm, NSGA II and θ-NSGA III.
Proceedings of the 6th International Conference on Information, 2015
A practical comparison between filtering algorithms for enhanced RFID localization in smart environments.
Proceedings of the 6th International Conference on Information, 2015
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
A new computational method for stator faults recognition in induction machines based on hyper-volumes.
Proceedings of the IEEE International Conference on Electro/Information Technology, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the Artificial Intelligence Applied to Assistive Technologies and Smart Environments, 2015
Efficient Appliances Recognition in Smart Homes Based on Active and Reactive Power, Fast Fourier Transform and Decision Trees.
Proceedings of the Artificial Intelligence Applied to Assistive Technologies and Smart Environments, 2015
2014
An efficient and inexpensive method for activity recognition within a smart home based on load signatures of appliances.
Pervasive Mob. Comput., 2014
Int. J. Wirel. Inf. Networks, 2014
New Expansion Formulas for a Family of the iλ-Generalized Hurwitz-Lerch Zeta Functions.
Int. J. Math. Math. Sci., 2014
Multiple Ways to Fail: Generalizing a Monitor's Verdict for the Classification of Execution Traces.
Proceedings of the Runtime Verification - 5th International Conference, 2014
Proceedings of the Runtime Verification - 5th International Conference, 2014
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014
A new system for assistance and guidance in smart homes based on electrical devices identification.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014
Proceedings of the Language and Automata Theory and Applications, 2014
Human activity recognition in smart homes: Combining passive RFID and load signatures of electrical devices.
Proceedings of the 2014 IEEE Symposium on Intelligent Agents, 2014
Proceedings of the Seventh IEEE International Conference on Software Testing, 2014
Proceedings of the Seventh IEEE International Conference on Software Testing, 2014
Assistance in smart homes: Combining passive RFID localization and load signatures of electrical devices.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
2013
Accurate RFID Trilateration to Learn and Recognize Spatial Activities in Smart Environment.
Int. J. Distributed Sens. Networks, 2013
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013
Proceedings of the Runtime Verification - 4th International Conference, 2013
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013
2012
Int. J. Math. Math. Sci., 2012
Proceedings of the 3rd IEEE International Conference on Networked Embedded Systems for Every Application, 2012
Proceedings of the Developments in Language Theory - 16th International Conference, 2012
2011
A new class of generalized Apostol-Bernoulli polynomials and some analogues of the Srivastava-Pintér addition theorem.
Appl. Math. Lett., 2011