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 53
- Quantitative automated evaluation and multi-modal monitoring tool for movement disorders in dyskinetic cerebral palsyFrom1 Oct 2025 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Optimising Real-Time Multimodal Data Collection and Processing for Assistive TechnologyFrom25 Sep 2025 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Low-Latency Dependable Distributed Edge Computing for Medical ApplicationsFrom18 Aug 2025 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Doctoral Network on Assistive Health Technology in Unsupervised/Home Settings (AERIALIST)From1 Mar 2025 → TodayFunding: HORIZON.1.2 - Marie Skłodowska-Curie-actions (MSCA)
- Quantitative automated evaluation and multi-modal monitoring tool for movement disorders iin dyskinetic cerebral palsyFrom1 Jan 2025 → TodayFunding: FWO Applied Biomedical Research (TBM)
- Deep Koopman Fused Fault Tolerant Control for Electric DrivesFrom1 Dec 2024 → TodayFunding: BOF - doctoral mandates
- Retrofitting of machines using artificial intelligence at the edgeFrom21 Oct 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Development of a novel eco-friendly concrete with reduced thermal conductivityFrom15 Oct 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Deep Koopman Fused Fault Tolerant Control for Electric DrivesFrom15 Oct 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- AlcoveFrom1 Oct 2024 → TodayFunding: Other EU initiatives out of framework
Publications
1 - 10 of 140
- Skeleton-Based Intake Gesture Detection With Spatial-Temporal Graph Convolutional Networks(2025)Pages: 1 - 6Number of pages: 6
- Deep Credal Neural Networks for Uncertainty Quantification(2025)
- Most likely heteroscedastic Gaussian process via kernel smoothing(2025)Published in: Knowledge-based SystemsISSN: 0950-7051Volume: 328
- RollAbility: A Case Study of Aligning the Design of Game-Based Wheelchair Skills Training with Clinical Protocols and Player Experience Goals(2025)Published in: Proceedings of the ACM on Human-Computer InteractionIssue: 6Volume: 9
- Eccentricity fault modelling and diagnosis for induction machine condition monitoring(2025)
- An Empirical Evaluation Of Interval Neural Networks For Uncertainty Quantification On Regression Tasks(2025)
- CreINNS: Credal-Set Interval neural networks for uncertainty estimation in classification tasks(2025)Published in: Neural NetworksISSN: 0893-6080Volume: 185
- Limited influence of externally introduced pressure on the hydrothermal synthesis of V1-xWxO2 (M)(2025)Published in: Ceramics InternationalISSN: 0272-8842Issue: 19Volume: 51
- Modelling Axial Nonuniformity in Induction Machines Using a Multislice Magnetic Equivalent Circuit(2024)Published in: IEEE Transactions on Industrial ElectronicsISSN: 0278-0046
- Recent Advances in 3-D Printed, Wearable Pressure Sensors for Plantar Pressure Monitoring: A Review(2024)Published in: IEEE Sensors JournalISSN: 1530-437XIssue: 21Volume: 24Pages: 33903 - 33921
Patents
1 - 1 of 1
Linked dataset
1 - 7 of 7
- Replication Data for: Robust Multimodal Learning Framework For Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors
- A Fault Recognition Dataset for Eccentricity Faults in a Rotor-Eccentric Induction Motor
- Replication Data for: Eating Speed Measurement Using Wrist-Worn IMU Sensors Towards Free-Living Environments
- Replication Data for: Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention
- 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
- Replication Data for: Markerless motion capture to assess upper extremity movements in individuals with dyskinetic cerebral palsy: an accuracy and validity study
- Replication Data for: Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments