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Researcher
Hans Hallez
- Disciplines:Distributed systems, Smart sensors, Mobile and distributed robotics, Human health engineering
Affiliations
- Distributed and Secure Software (DistriNet) (Division)
Member
From1 Aug 2020 → Today - Computer Science Technology, Bruges Campus (Technology cluster)
Member
From1 Oct 2013 → 31 Jul 2020
Projects
1 - 10 of 41
- Retrokit - Optimising Machine Retrofitting with Retrokit: A Modular Machine Learning Approach for Edge-Based Condition MonitoringFrom1 Mar 2024 → TodayFunding: IOF - technology validation in lab
- Machine learning operations strategies for condition monitoring at the edgeFrom5 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Development of thermochromic coatings for improved thermoregulationFrom2 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Design and 3D printing of an electroactive shape-memory polymer composite with auxetic structure for foot orthoticsFrom20 Jun 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Epistemic Uncertainty Quantification in Physical Model using Machine LearningFrom26 Jan 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- ENACT: Exploring nano- and microstructures in advanced coated concrete for improved building thermal efficiencyFrom1 Jan 2023 → TodayFunding: FWO research project (including WEAVE projects)
- Combating Malnutrition in Africa Through Diversification of the Food SystemFrom1 Jan 2023 → TodayFunding: Horizon Europe - Food, Bioeconomy, Natural Resources, Agriculture and Environment
- Cellular and IoT Base station for EM resilient communicationsFrom1 Jan 2023 → TodayFunding: BOF - scientific equipment program
- The development of an adaptive rehabilitative gaming system for powered wheelchair skills training.From18 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- PREDISTINE - A Privacy-Preserving and Resilient Framework for Distributed Modular Neural Networks on the Tiny EdgeFrom31 Aug 2022 → TodayFunding: FWO Strategic Basic Research Grant
Publications
1 - 10 of 111
- Interval Reduced Order Surrogate Modelling Framework for Uncertainty Quantification(2024)
Authors: Adam Faza, Keivan Shariatmadar, Hans Hallez, David Moens
- Condition-Invariant Fault Diagnosis for the Resource Constrained Edge: A Retrofitting Use Case(2023)
Authors: Chandu Kancharla, Hans Hallez, Jeroen Boydens
- Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network with Attention(2023)
Authors: Chunzhuo Wang, Hans Hallez, Bart Vanrumste
Pages: 1000 - 1011 - Intake Gesture Detection With IMU Sensor in Free-Living Environments: The Effects of Measuring Two-Hand Intake and Down-Sampling(2023)
Authors: Chunzhuo Wang, Hans Hallez, Bart Vanrumste
Pages: 1 - 4Number of pages: 4 - Effectiveness of wheeled mobility skill interventions in children and young people with cerebral palsy: A systematic review(2023)
Authors: Mari Naaris, Saranda Bekteshi, Hans Hallez, Els Ortibus, Marco Konings, Elegast Monbaliu
Pages: 1436 - 1450 - Game-based Powered Wheelchair Skills Training: examining Tensions Between Player Engagement and Therapeutic Requirements(2023)
Authors: Douwe Ravers, Mari Naaris, Marco Konings, Sammy Verslype, Elegast Monbaliu, Hans Hallez
Number of pages: 5 - Novel Narrowband Interference Model to Analyze the Electromagnetic Resilience of OFDM Systems(2023)
Authors: Brian Leeman, Tim Claeys, Sofie Pollin, Hans Hallez, Davy Pissoort
Pages: 1 - 6Number of pages: 6 - Unsupervised and Condition Invariant Anomaly Detection for The Constrained Edge(2023)
Authors: Dries Vanoost, Jens Vankeirsbilck, Jeroen Boydens, Hans Hallez
Pages: 77 - 79 - Structural health monitoring of Cerasol® roof tiles with embedded FBG sensors(2023)
Authors: Steven Fevery, Korneel Van Massenhove, Dirk Vandepitte, Hans Hallez
Pages: 1857 - 1871 - Evaluation of Different Radar Placements for Food Intake Monitoring Using Deep Learning(2023)
Authors: Chunzhuo Wang, Hans Hallez, Bart Vanrumste
Pages: 1 - 6Number of pages: 6
Patents
1 - 1 of 1
Linked dataset
1 - 5 of 5
- Replication Data for: Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments (Creator)
- Replication Data for: Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention (Creator)
- Replication Data for: Markerless motion capture to assess upper extremity movements in individuals with dyskinetic cerebral palsy: an accuracy and validity study (Creator)
- Replication Data for: Automated classification of dystonia and choreoathetosis in dyskinetic cerebral palsy during a lower extremity task: a pilot study on a retrospective video dataset (Creator)
- Replication Data for: Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments (Creator)