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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
21 - 30 of 111
- Context Aware Adaptive ML Inference in Mobile-Cloud Applications(2022)
Authors: Koustabh Dolui, Sam Michiels, Danny Hughes, Hans Hallez
Pages: 90 - 99Number of pages: 10 - New technologies for management of dystonia and choreoathetosis in dyskinetic cerebral palsy(2022)
Authors: Saranda Bekteshi, Elegast Monbaliu, Jean-Marie Aerts, Hans Hallez
- Latent Dimensions of Auto-Encoder as Robust Features for Inter-Conditional Bearing Fault Diagnosis(2022)
Authors: Chandu Kancharla, Jens Vankeirsbilck, Dries Vanoost, Jeroen Boydens, Hans Hallez
- Advanced monitoring of structural adhesive joints during ageing tests through embedded sensors(2021)
Authors: Steven Fevery, Hans Hallez, Dirk Vandepitte
- Gestational weight gain prediction using privacy preserving federated learning(2021)
Authors: Chetanya Puri, Koustabh Dolui, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
Pages: 2170 - 2174 - Combination and interaction of ageing parameters on single lap shear adhesive joints(2021)
Authors: Steven Fevery, Steven Latré, Dirk Vandepitte, Hans Hallez
- Towards Context Aware Adaptive Deployment in ML Applications Using State Machines(2021)
Authors: Koustabh Dolui, Sam Michiels, Danny Hughes, Hans Hallez
Pages: 60 - 62 - Real-Time Activity Tracking using TinyML to Support Elderly Care(2021)
Authors: Kristof T'Jonck, Chandu Kancharla, Jens Vankeirsbilck, Bozheng PANG, Hans Hallez, Jeroen Boydens
Pages: 1 - 6 - Towards classification trustworthiness: one-class classifier ensemble(2021)
Authors: Jens Vankeirsbilck, Dries Vanoost, Chandu Kancharla, Hans Hallez, Tom Holvoet, Jeroen Boydens
Pages: 1 - 6 - In-vitro validation of inertial-sensor-to-bone alignment(2021)
Authors: Ive Weygers, Darshan Shah, Orçun Taylan, Lennart Scheys, Hans Hallez, Kurt Claeys
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)