Hans Hallez

Orcid: 0000-0003-2623-9055

According to our database1, Hans Hallez authored at least 55 papers between 2006 and 2024.

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

Timeline

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Bibliography

2024
Eating Speed Measurement Using Wrist-Worn IMU Sensors Towards Free-Living Environments.
IEEE J. Biomed. Health Informatics, October, 2024

Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention.
IEEE J. Biomed. Health Informatics, February, 2024

Credal Wrapper of Model Averaging for Uncertainty Estimation on Out-Of-Distribution Detection.
CoRR, 2024

Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments.
CoRR, 2024

CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks.
CoRR, 2024

Evaluation Metrics for Food Intake Activity Recognition Using Segment-Wise IoU.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

2023
A Novel Model to Quantify the Impact of Transmission Parameters on the Coexistence Between Bluetooth Low Energy Pairs.
IEEE Internet Things J., January, 2023

Experimental Validation of Common Assumptions in Bluetooth Low Energy Interference Studies.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

Simulation for Trade-off between Interference and Performance in a Bluetooth Low Energy Network.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

Lightweight and Self Adaptive Model for Domain Invariant Bearing Fault Diagnosis.
Proceedings of the 8th International Conference on Internet of Things, 2023

Modeling the Trade-off between Throughput and Reliability in a Bluetooth Low Energy Connection.
Proceedings of the 2023 International Conference on embedded Wireless Systems and Networks, 2023

(POSTER) Unsupervised and Condition Invariant Anomaly Detection for The Constrained Edge.
Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

An Examination of Motivation in Physical Therapy Through the Lens of Self-Determination Theory: Implications for Game Design.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Intake Gesture Detection With IMU Sensor in Free-Living Environments: The Effects of Measuring Two-Hand Intake and Down-Sampling.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

Game-based Powered Wheelchair Skills Training: Examining Tensions Between Player Engagement and Therapeutic Requirements.
Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility, 2023

2022
An introduction to optimization under uncertainty - A short survey.
CoRR, 2022

Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network.
CoRR, 2022

Context Aware Adaptive ML Inference in Mobile-Cloud Applications.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

Framework to Evaluate Deep Learning Algorithms for Edge Inference and Training.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Optimizing the Bluetooth Low Energy Service Discovery Process.
Sensors, 2021

Bluetooth Low Energy Interference Awareness Scheme and Improved Channel Selection Algorithm for Connection Robustness.
Sensors, 2021

Gestational weight gain prediction using privacy preserving federated learning.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Towards Context Aware Adaptive Deployment in ML Applications Using State Machines.
Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

2020
Measuring and Localizing Individual Bites Using a Sensor Augmented Plate During Unrestricted Eating for the Aging Population.
IEEE J. Biomed. Health Informatics, 2020

Inertial Sensor-Based Lower Limb Joint Kinematics: A Methodological Systematic Review.
Sensors, 2020

A Novel Method to Estimate the Full Knee Joint Kinematics Using Low Cost IMU Sensors for Easy to Implement Low Cost Diagnostics.
Sensors, 2020

Impact of selectively implementing control flow error detection techniques.
Internet Things, 2020

Using Hardware-In-Loop-Based Fault Injection to Determine the Effects of Control Flow Errors in Industrial Control Programs.
Proceedings of the Computer Safety, Reliability, and Security, 2020

From Promoting Dignity to Installing Distrust: Understanding the Role of Continence Care Technology in Nursing Homes.
Proceedings of the NordiCHI '20: Shaping Experiences, 2020

Towards an Ambient Support System for Continence Management in Nursing Homes: An Exploratory Study.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
Development of a Data Logger for Capturing Human-Machine Interaction in Wheelchair Head-Foot Steering Sensor System in Dyskinetic Cerebral Palsy.
Sensors, 2019

Estimation and validation of temporal gait features using a markerless 2D video system.
Comput. Methods Programs Biomed., 2019

Control Flow Errors in an Industry 4.0 Setup: a Preliminary Study.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Privacy preserving pregnancy weight gain management: demo abstract.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

Towards Privacy-preserving Mobile Applications with Federated Learning: The Case of Matrix Factorization.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Automatic Implementation of Control Flow Error Detection Techniques.
Proceedings of the ISCSIC 2019: 3rd International Symposium on Computer Science and Intelligent Control, 2019

Quantifying Eating Behavior With a Smart Plate in Patients With Arm Impairment After Stroke.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

A New Approach to Selectively Implement Control Flow Error Detection Techniques.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019

2018
Random Additive Control Flow Error Detection.
Proceedings of the Computer Safety, Reliability, and Security, 2018

Measuring weight and location of individual bites using a sensor augmented smart plate.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Random Additive Signature Monitoring for Control Flow Error Detection.
IEEE Trans. Reliab., 2017

Detection of chewing motion in the elderly using a glasses mounted accelerometer in a real-life environment.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2015
Soft Error Protection in Safety Critical Embedded Applications: An Overview.
Proceedings of the 10th International Conference on P2P, 2015

2014
Multiple sparse volumetric priors for distributed EEG source reconstruction.
NeuroImage, 2014

Bayesian model selection of template forward models for EEG source reconstruction.
NeuroImage, 2014

Three-layer-isotropic skull conductivity representation in the EEG forward problem using spherical head models.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Influence of isotropic skull models on EEG source localization.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2011
Accurate epileptogenic focus localization through time-variant functional connectivity analysis of intracranial electroencephalographic signals.
NeuroImage, 2011

Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing.
Artif. Intell. Medicine, 2011

2010
Hippocampal deep brain stimulation induces decreased rCBF in the hippocampal formation of the rat.
NeuroImage, 2010

2008
A hybrid algorithm for solving the EEG inverse problem from spatio-temporal EEG data.
Medical Biol. Eng. Comput., 2008

Ballistocardiographic Artifact Removal from Simultaneous EEG/FMRI Recording by means of Canonical Correlation Analysis.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2006
Extracting the spike process from the EEG by spatially constrained ICA.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Muscle and eye movement artifact removal prior to EEG source localization.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006


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