Hans Hallez

72 papers A* 4A 2B 7C 3Misc 2Journal 36Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Review of Uncertainty Representation and Quantification in Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Kaizheng Wang, Fabio Cuzzolin, Keivan Shariatmadar, David Moens, Hans Hallez
2026 A* conf
Credal Ensemble Distillation for Uncertainty Quantification.
AAAI
Kaizheng Wang, Fabio Cuzzolin, David Moens, Hans Hallez
2026 J jnl
Direct Interval Propagation Methods using Neural-Network Surrogates for Uncertainty Quantification in Physical Systems Surrogate Model.
CoRR
Ghifari Adam Faza, Jolan Wauters, Fabio Cuzzolin, Hans Hallez, David Moens
2026 J jnl
Learning Credal Ensembles via Distributionally Robust Optimization.
CoRR
Kaizheng Wang, Ghifari Adam Faza, Fabio Cuzzolin, Siu Lun Chau, David Moens, Hans Hallez
2026 J jnl
Set-based v.s. Distribution-based Representations of Epistemic Uncertainty: A Comparative Study.
CoRR
Kaizheng Wang, Yunjia Wang, Fabio Cuzzolin, David Moens, Hans Hallez, Siu Lun Chau
2025 J jnl
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks.
Neural Networks
Kaizheng Wang, Keivan Shariatmadar, Shireen Kudukkil Manchingal, Fabio Cuzzolin, David Moens, Hans Hallez
2025 J jnl
Credal Ensemble Distillation for Uncertainty Quantification.
CoRR
Kaizheng Wang, Fabio Cuzzolin, David Moens, Hans Hallez
2025 A* conf
Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification.
ICLR
Kaizheng Wang, Fabio Cuzzolin, Keivan Shariatmadar, David Moens, Hans Hallez
2025 J jnl
Generalized Decision Focused Learning under Imprecise Uncertainty-Theoretical Study.
CoRR
Keivan Shariatmadar, Neil Yorke-Smith, Ahmad Osman, Fabio Cuzzolin, Hans Hallez, David Moens
2025 J jnl
Modelling Axial Nonuniformity in Induction Machines Using a Multislice Magnetic Equivalent Circuit.
IEEE Trans. Ind. Electron.
Zifeng Gong, Philip Desenfans, Davy Pissoort, Hans Hallez, Dries Vanoost
2025 J jnl
Most likely heteroscedastic Gaussian process via kernel smoothing.
Knowl. Based Syst.
Ghifari Adam Faza, Nasrulloh R. B. S. Loka, Keivan Shariatmadar, Hans Hallez, David Moens
2025 J jnl
Robust Multimodal Learning Framework For Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors.
CoRR
Chunzhuo Wang, Hans Hallez, Bart Vanrumste
2025 J jnl
RollAbility: A Case Study of Aligning the Design of Game-Based Wheelchair Skills Training with Clinical Protocols and Player Experience Goals.
Proc. ACM Hum. Comput. Interact.
Douwe Ravers, Dmitry Alexandrovsky, Mari Naaris, Marco J. Konings, Elegast Monbaliu, Hans Hallez, Kathrin Gerling
2025 J jnl
Skeleton-Based Intake Gesture Detection With Spatial-Temporal Graph Convolutional Networks.
CoRR
Chunzhuo Wang, Zhewen Xue, Talluri Sunil Kumar, Guido Camps, Hans Hallez, Bart Vanrumste
2024 J jnl
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks.
CoRR
Kaizheng Wang, Keivan Shariatmadar, Shireen Kudukkil Manchingal, Fabio Cuzzolin, David Moens, Hans Hallez
2024 A* conf
Credal Deep Ensembles for Uncertainty Quantification.
NeurIPS
Kaizheng Wang, Fabio Cuzzolin, Shireen Kudukkil Manchingal, Keivan Shariatmadar, David Moens, Hans Hallez
2024 J jnl
Credal Wrapper of Model Averaging for Uncertainty Estimation on Out-Of-Distribution Detection.
CoRR
Kaizheng Wang, Fabio Cuzzolin, Keivan Shariatmadar, David Moens, Hans Hallez
2024 J jnl
Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention.
IEEE J. Biomed. Health Informatics
Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2024 J jnl
Eating Speed Measurement Using Wrist-Worn IMU Sensors Towards Free-Living Environments.
IEEE J. Biomed. Health Informatics
Chunzhuo Wang, Talluri Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2024 J jnl
Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments.
CoRR
Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2024 — conf
Evaluation Metrics for Food Intake Activity Recognition Using Segment-Wise IoU.
MeMeA
Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2024 J jnl
Modeling the Trade-off between Throughput and Reliability in a Bluetooth Low Energy Connection.
CoRR
Bozheng Pang, Tim Claeys, Hans Hallez, Jeroen Boydens
2024 — conf
Wireless Readout System for Pressure Monitoring Using FFF-Printed Mold Fabricated Flexible Piezoresistive Sensors.
IEEE SENSORS
Sai Peng, Arthur Camelbeke, Kevin Deschamps, Veerle Vandeginste, Hans Hallez
2023 — conf
(POSTER) Unsupervised and Condition Invariant Anomaly Detection for The Constrained Edge.
DCOSS-IoT
Chandrakanth R. Kancharla, Dries Vanoost, Jens Vankeirsbilck, Jeroen Boydens, Hans Hallez
2023 J jnl
A Novel Model to Quantify the Impact of Transmission Parameters on the Coexistence Between Bluetooth Low Energy Pairs.
IEEE Internet Things J.
Bozheng Pang, Tim Claeys, Jens Vankeirsbilck, Kristof T'Jonck, Hans Hallez, Jeroen Boydens
2023 A* conf
An Examination of Motivation in Physical Therapy Through the Lens of Self-Determination Theory: Implications for Game Design.
CHI
Maria Aufheimer, Kathrin Gerling, T. C. Nicholas Graham, Mari Naaris, Marco J. Konings, Elegast Monbaliu, Hans Hallez, Els Ortibus
2023 B conf
Experimental Validation of Common Assumptions in Bluetooth Low Energy Interference Studies.
TrustCom
Bozheng Pang, Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens
2023 A conf
Game-based Powered Wheelchair Skills Training: Examining Tensions Between Player Engagement and Therapeutic Requirements.
ASSETS
Douwe Ravers, Kathrin Gerling, Mari Naaris, Marco J. Konings, Sammy Verslype, Elegast Monbaliu, Hans Hallez
2023 C conf
Intake Gesture Detection With IMU Sensor in Free-Living Environments: The Effects of Measuring Two-Hand Intake and Down-Sampling.
BSN
Chunzhuo Wang, Jiaze Kong, Yutong Cai, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2023 C conf
Lightweight and Self Adaptive Model for Domain Invariant Bearing Fault Diagnosis.
IoTBDS
Chandrakanth R. Kancharla, Jens Vankeirsbilck, Dries Vanoost, Jeroen Boydens, Hans Hallez
2023 B conf
Modeling the Trade-off between Throughput and Reliability in a Bluetooth Low Energy Connection.
EWSN
Bozheng Pang, Tim Claeys, Hans Hallez, Jeroen Boydens
2023 B conf
Simulation for Trade-off between Interference and Performance in a Bluetooth Low Energy Network.
TrustCom
Bozheng Pang, Tim Claeys, Kristof T'Jonck, Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens
2022 J jnl
An introduction to optimization under uncertainty - A short survey.
CoRR
Keivan Shariatmadar, Kaizheng Wang, Calvin R. Hubbard, Hans Hallez, David Moens
2022 C conf
Context Aware Adaptive ML Inference in Mobile-Cloud Applications.
WoWMoM
Koustabh Dolui, Sam Michiels, Danny Hughes, Hans Hallez
2022 — conf
Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments.
EMBC
Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2022 J jnl
Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network.
CoRR
Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
2022 — conf
Framework to Evaluate Deep Learning Algorithms for Edge Inference and Training.
PKDD/ECML Workshops (1)
Tiberius-George Sorescu, Chandrakanth R. Kancharla, Jeroen Boydens, Hans Hallez, Mathias Verbeke
2021 J jnl
Bluetooth Low Energy Interference Awareness Scheme and Improved Channel Selection Algorithm for Connection Robustness.
Sensors
Bozheng Pang, Kristof T'Jonck, Tim Claeys, Davy Pissoort, Hans Hallez, Jeroen Boydens
2021 — conf
Gestational weight gain prediction using privacy preserving federated learning.
EMBC
Chetanya Puri, Koustabh Dolui, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
2021 J jnl
Optimizing the Bluetooth Low Energy Service Discovery Process.
Sensors
Kristof T'Jonck, Bozheng Pang, Hans Hallez, Jeroen Boydens
2021 B conf
Towards Context Aware Adaptive Deployment in ML Applications Using State Machines.
DCOSS
Koustabh Dolui, Sam Michiels, Dietwig Lowet, Danny Hughes, Hans Hallez
2020 J jnl
A Novel Method to Estimate the Full Knee Joint Kinematics Using Low Cost IMU Sensors for Easy to Implement Low Cost Diagnostics.
Sensors
Mark Versteyhe, Henri De Vroey, Frederik Debrouwere, Hans Hallez, Kurt Claeys
2020 Misc conf
From Promoting Dignity to Installing Distrust: Understanding the Role of Continence Care Technology in Nursing Homes.
NordiCHI
Hannelore Strauven, Katta Spiel, Ine D'haeseleer, Hans Hallez, Bart Vanrumste, Vero Vanden Abeele
2020 J jnl
Impact of selectively implementing control flow error detection techniques.
Internet Things
Jens Vankeirsbilck, Jonas Van Waes, Hans Hallez, Jeroen Boydens
2020 J jnl
Inertial Sensor-Based Lower Limb Joint Kinematics: A Methodological Systematic Review.
Sensors
Ive Weygers, Manon Kok, Marco J. Konings, Hans Hallez, Henri De Vroey, Kurt Claeys
2020 J jnl
Measuring and Localizing Individual Bites Using a Sensor Augmented Plate During Unrestricted Eating for the Aging Population.
IEEE J. Biomed. Health Informatics
Gert Mertes, Li Ding, Wei Chen, Hans Hallez, Jie Jia, Bart Vanrumste
2020 — conf
Towards an Ambient Support System for Continence Management in Nursing Homes: An Exploratory Study.
HEALTHINF
Hannelore Strauven, Ine D'haeseleer, Kristof T'Jonck, Hans Hallez, Vero Vanden Abeele, Pieter Crombez, Bart Vanrumste
2020 B conf
Using Hardware-In-Loop-Based Fault Injection to Determine the Effects of Control Flow Errors in Industrial Control Programs.
SAFECOMP
Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens
2019 — conf
A New Approach to Selectively Implement Control Flow Error Detection Techniques.
3PGCIC
Jens Vankeirsbilck, Jonas Van Waes, Hans Hallez, Jeroen Boydens
2019 — conf
Automatic Implementation of Control Flow Error Detection Techniques.
ISCSIC
Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens
2019 B conf
Control Flow Errors in an Industry 4.0 Setup: a Preliminary Study.
SMC
Jens Vankeirsbilck, Jonas Van Waes, Hans Hallez, Davy Pissoort, Jeroen Boydens
2019 J jnl
Development of a Data Logger for Capturing Human-Machine Interaction in Wheelchair Head-Foot Steering Sensor System in Dyskinetic Cerebral Palsy.
Sensors
Sotirios Gakopoulos, Ioana Gabriela Nica, Saranda Bekteshi, Jean-Marie Aerts, Elegast Monbaliu, Hans Hallez
2019 J jnl
Estimation and validation of temporal gait features using a markerless 2D video system.
Comput. Methods Programs Biomed.
Tanmay T. Verlekar, Henri De Vroey, Kurt Claeys, Hans Hallez, Luís Ducla Soares, Paulo L. Correia
2019 Misc conf
Privacy preserving pregnancy weight gain management: demo abstract.
SenSys
Chetanya Puri, Koustabh Dolui, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
2019 — conf
Quantifying Eating Behavior With a Smart Plate in Patients With Arm Impairment After Stroke.
BHI
Gert Mertes, Li Ding, Wei Chen, Hans Hallez, Jie Jia, Bart Vanrumste
2019 A conf
Towards Privacy-preserving Mobile Applications with Federated Learning: The Case of Matrix Factorization.
MobiSys
Koustabh Dolui, Illapha Cuba Gyllensten, Dietwig Lowet, Sam Michiels, Hans Hallez, Danny Hughes
2018 — conf
Measuring weight and location of individual bites using a sensor augmented smart plate.
EMBC
Gert Mertes, Glenn Christiaensen, Hans Hallez, Sammy Verslype, Wei Chen, Bart Vanrumste
2018 B conf
Random Additive Control Flow Error Detection.
SAFECOMP
Jens Vankeirsbilck, Niels Penneman, Hans Hallez, Jeroen Boydens
2017 — conf
Detection of chewing motion in the elderly using a glasses mounted accelerometer in a real-life environment.
EMBC
Gert Mertes, Hans Hallez, Bart Vanrumste, Tom Croonenborghs
2017 J jnl
Random Additive Signature Monitoring for Control Flow Error Detection.
IEEE Trans. Reliab.
Jens Vankeirsbilck, Niels Penneman, Hans Hallez, Jeroen Boydens
2015 — conf
Soft Error Protection in Safety Critical Embedded Applications: An Overview.
3PGCIC
Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens
2014 J jnl
Bayesian model selection of template forward models for EEG source reconstruction.
NeuroImage
Gregor Strobbe, Pieter van Mierlo, Maarten De Vos, Bogdan Mijovic, Hans Hallez, Sabine Van Huffel, José David López, Stefaan Vandenberghe
2014 J jnl
Multiple sparse volumetric priors for distributed EEG source reconstruction.
NeuroImage
Gregor Strobbe, Pieter van Mierlo, Maarten De Vos, Bogdan Mijovic, Hans Hallez, Sabine Van Huffel, José David López, Stefaan Vandenberghe
2014 — conf
Three-layer-isotropic skull conductivity representation in the EEG forward problem using spherical head models.
EMBC
E. Cuartas-Morales, Hans Hallez, Bart Vanrumste, Germán Castellanos-Domínguez
2013 — conf
Influence of isotropic skull models on EEG source localization.
EMBC
Victoria Montes-Restrepo, Pieter van Mierlo, José David López, Hans Hallez, Stefaan Vandenberghe
2011 J jnl
Accurate epileptogenic focus localization through time-variant functional connectivity analysis of intracranial electroencephalographic signals.
NeuroImage
Pieter van Mierlo, Evelien Carrette, Hans Hallez, Kristl Vonck, Dirk Van Roost, Paul Boon, Steven Staelens
2011 J jnl
Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing.
Artif. Intell. Medicine
Pieter Buteneers, David Verstraeten, Pieter van Mierlo, Tine Wyckhuys, Dirk Stroobandt, Robrecht Raedt, Hans Hallez, Benjamin Schrauwen
2010 J jnl
Hippocampal deep brain stimulation induces decreased rCBF in the hippocampal formation of the rat.
NeuroImage
Tine Wyckhuys, Steven Staelens, Bregt Van Nieuwenhuyse, Steven Deleye, Hans Hallez, Kristl Vonck, Robrecht Raedt, Wytse Wadman, Paul Boon
2008 J jnl
A hybrid algorithm for solving the EEG inverse problem from spatio-temporal EEG data.
Medical Biol. Eng. Comput.
Guillaume Crevecoeur, Hans Hallez, Peter Van Hese, Yves D'Asseler, Luc Dupré, Rik Van de Walle
2008 — conf
Ballistocardiographic Artifact Removal from Simultaneous EEG/FMRI Recording by means of Canonical Correlation Analysis.
BIOSIGNALS (2)
Sara Assecondi, Peter Van Hese, Hans Hallez, Yves D'Asseler, Ignace Lemahieu, Anna M. Bianchi, Paul Boon
2006 — conf
Extracting the spike process from the EEG by spatially constrained ICA.
EMBC
Ronald Phlypo, Peter Van Hese, Hans Hallez, Paul Boon, Rik Van de Walle, Yves D'Asseler, Ignace Lemahieu
2006 — conf
Muscle and eye movement artifact removal prior to EEG source localization.
EMBC
Hans Hallez, Anneleen Vergult, Ronald Phlypo, Peter Van Hese, Wim De Clercq, Yves D'Asseler, Rik Van de Walle, Bart Vanrumste, Wim Van Paesschen, Sabine Van Huffel, Ignace Lemahieu