Sébastien Gaboury

Orcid: 0000-0001-7749-3470

According to our database1, Sébastien Gaboury authored at least 141 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-Attention.
Sensors, February, 2024

Extraction of sequential patterns from the web for human activity recognition.
Expert Syst. Appl., 2024

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

Web-based objects detection to discover key objects in human activities.
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
LIPSHOK: LIARA Portable Smart Home Kit.
Sensors, 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

Web-based human activity recognition using images and descriptive web pages.
Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022

SAPA Technology: An AAL Architecture for Telemonitoring.
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

Filtering Data Bins of UWB Radars for Activity Recognition with Random Forest.
Proceedings of the 13th International Conference on Ambient Systems, 2022

2021
Fall Detection With UWB Radars and CNN-LSTM Architecture.
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

Real-time gait speed evaluation at home in a multi residents context.
Multim. Tools Appl., 2021

Alternative Deep Learning Architectures for Feature-Level Fusion in Human Activity Recognition.
Mob. Networks Appl., 2021

A distributable event-oriented architecture for activity recognition in smart homes.
J. Reliab. Intell. Environ., 2021

Socially Assistive Robots: The Specific Case of the NAO.
Int. J. Soc. Robotics, 2021

Recognizing activities of daily living from UWB radars and deep learning.
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

RFID Indoor Localization Using Statistical Features.
Cybern. Syst., 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

Criterion Validation of an Open-source Wearable Physiological Sensors Device.
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

Handling of Labeling Uncertainty in Smart Homes using Generalizable Fuzzy Features.
Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021

A Systematic Evaluation of the XeThru X4 Ultra-Wideband Radar Behavior.
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

Highly Accurate Bathroom Activity Recognition Using Infrared Proximity Sensors.
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

Fuzzy Features for Quality Estimation of Activity Instances in a Dataset.
Proceedings of the GoodTechs '20: 6th EAI International Conference on Smart Objects and Technologies for Social Good, 2020

Features Exploration for Grades Prediction using Machine Learning.
Proceedings of the GoodTechs '20: 6th EAI International Conference on Smart Objects and Technologies for Social Good, 2020

A New Device to Track and Identify people in a Multi-Residents Context.
Proceedings of the 11th International Conference on Ambient Systems, 2020

Activity Recognition in Smart Homes using UWB Radars.
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

Towards a more reliable and scalable architecture for smart home environments.
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

Real-time Gait Speed Evaluation at Home.
Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good, 2019

BMP: A Bounded Message Protocol for the IoT.
Proceedings of the 5th EAI International Conference on Smart Objects and Technologies for Social Good, 2019

Basic Daily Activity Recognition with a Data Glove.
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

Activity inference engine for real-time cognitive assistance in smart environments.
J. Ambient Intell. Humaniz. Comput., 2018

Prediction of next destinations from irregular patterns.
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

Tracking objects within a smart home.
Expert Syst. Appl., 2018

Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence.
AI Mag., 2018

A Comparison of Inertial Data Acquisition Methods for a Position-Independent Soil Types Recognition.
Proceedings of the 2018 IEEE SmartWorld, 2018

A Novel and Distributed Approach for Activity Recognition Inside Smart Homes.
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

Exploiting the Open Innovation Model in Assistive Technologies.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Modeling Human Activities Using Behaviour Trees in Smart Homes.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Hybrid-Based Facial Expression Recognition Approach for Human-Computer Interaction.
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
The Light Node Communication Framework: A New Way to Communicate Inside Smart Homes.
Sensors, 2017

The Virtual Environment for Rapid Prototyping of the Intelligent Environment.
Sensors, 2017

Complex behavioral pattern mining in non-intrusive sensor-based smart homes using an intelligent activity inference engine.
J. Reliab. Intell. Environ., 2017

A novel Bluetooth low energy based system for spatial exploration in smart cities.
Expert Syst. Appl., 2017

Automated Bug Finding in Video Games: A Case Study for Runtime Monitoring.
Comput. Entertain., 2017

Facial expressions based error detection for smart environment using deep learning.
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

A 3D simulator for intelligent environment experiments.
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

RFID based activities of daily living recognition.
Proceedings of the 2017 IEEE SmartWorld, 2017

A Few Things We Heard About RV Tools (Position Paper).
Proceedings of the RV-CuBES 2017. An International Workshop on Competitions, 2017

Event Stream Processing with Multiple Threads.
Proceedings of the Runtime Verification - 17th International Conference, 2017

2016
Reports of the 2016 AAAI Workshop Program.
AI Mag., 2016

Real-Time Streaming Communication With Optical Codes.
IEEE Access, 2016

Real-Time Indoor Localization in Smart Homes Using Ultrasound Technology.
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

Blind Sight Navigator: A New Orthosis for People with Visual Impairments.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Real-Time Constraints for Activities of Daily Living Recognition.
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

Indoor Positioning System for Smart Homes Based on Decision Trees and Passive RFID.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Battery-Aware Mobile Solution for Online Activity Recognition from Users' Movements.
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

Towards an Adaptation Model for Smart Homes.
Proceedings of the Inclusive Smart Cities and Digital Health, 2016

Three Views of Log Trace Triaging.
Proceedings of the Foundations and Practice of Security - 9th International Symposium, 2016

Hybrid Battery-friendly Mobile Solution for Extracting Users' Visited Places.
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

A glue language for event stream processing.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Activity Recognition Through Complex Event Processing: First Findings.
Proceedings of the Artificial Intelligence Applied to Assistive Technologies and Smart Environments, 2016

Qualitative RFID Tracking for ADL Recognition.
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

Exploiting Passive RFID Technology for Activity Recognition in Smart Homes.
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

A generalized monitor verdict for log trace triaging.
Proceedings of the 6th IEEE International Workshop on Program Comprehension through Dynamic Analysis, 2015

Graph Methods for Generating Test Cases with Universal and Existential Constraints.
Proceedings of the Testing Software and Systems, 2015

Frequent pattern clustering for ADLs recognition in smart environments.
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

Unsupervised Spatial Data Mining for Smart Homes.
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

Simple objects tracking system for smart homes.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Exploiting Environmental Sounds for Activity Recognition in Smart Homes.
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

Accurate Trilateration for Passive RFID Localization in Smart Homes.
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

Portable Runtime Verification with Smartphones and Optical Codes.
Proceedings of the Runtime Verification - 5th International Conference, 2014

Human activity recognition in smart homes based on passive RFID localization.
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

Solving Equations on Words with Morphisms and Antimorphisms.
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

Automated Bug Finding in Video Games: A Case Study for Runtime Monitoring.
Proceedings of the Seventh IEEE International Conference on Software Testing, 2014

Exhaustive Exploration of Ajax Web Applications with Selective Jumping.
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
Multipseudoperiodic Words.
Int. J. Found. Comput. Sci., 2013

Accurate RFID Trilateration to Learn and Recognize Spatial Activities in Smart Environment.
Int. J. Distributed Sens. Networks, 2013

Solving equations on words through boolean satisfiability.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Runtime Monitoring of Temporal Logic Properties in a Platform Game.
Proceedings of the Runtime Verification - 4th International Conference, 2013

Activity recognition in smart homes based on electrical devices identification.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

2012
Some New Classes of Generalized Apostol-Euler and Apostol-Genocchi Polynomials.
Int. J. Math. Math. Sci., 2012

Accurate passive RFID localization system for smart homes.
Proceedings of the 3rd IEEE International Conference on Networked Embedded Systems for Every Application, 2012

Pseudoperiodic Words.
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


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