Hans Hallez

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 43

Top Topics

Top Venues

Publications

Bozheng Pang, Tim Claeys, Hans Hallez, Jeroen Boydens
Modeling the Trade-off between Throughput and Reliability in a Bluetooth Low Energy Connection. CoRR (2024)
Kaizheng Wang, Keivan Shariatmadar, Shireen Kudukkil Manchingal, Fabio Cuzzolin, David Moens, Hans Hallez
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks. CoRR (2024)
Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments. CoRR (2024)
Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Kaizheng Wang, Fabio Cuzzolin, Keivan Shariatmadar, David Moens, Hans Hallez
Credal Wrapper of Model Averaging for Uncertainty Estimation on Out-Of-Distribution Detection. CoRR (2024)
Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
Evaluation Metrics for Food Intake Activity Recognition Using Segment-Wise IoU. MeMeA (2024)
Chunzhuo Wang, Jiaze Kong, Yutong Cai, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
Intake Gesture Detection With IMU Sensor in Free-Living Environments: The Effects of Measuring Two-Hand Intake and Down-Sampling. BSN (2023)
Bozheng Pang, Tim Claeys, Kristof T'Jonck, Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens
Simulation for Trade-off between Interference and Performance in a Bluetooth Low Energy Network. TrustCom (2023)
Bozheng Pang, Tim Claeys, Jens Vankeirsbilck, Kristof T'Jonck, Hans Hallez, Jeroen Boydens
A Novel Model to Quantify the Impact of Transmission Parameters on the Coexistence Between Bluetooth Low Energy Pairs. IEEE Internet Things J. 10 (2) (2023)
Chandrakanth R. Kancharla, Dries Vanoost, Jens Vankeirsbilck, Jeroen Boydens, Hans Hallez
(POSTER) Unsupervised and Condition Invariant Anomaly Detection for The Constrained Edge. DCOSS-IoT (2023)
Bozheng Pang, Tim Claeys, Hans Hallez, Jeroen Boydens
Modeling the Trade-off between Throughput and Reliability in a Bluetooth Low Energy Connection. EWSN (2023)
Maria Aufheimer, Kathrin Gerling, T. C. Nicholas Graham, Mari Naaris, Marco J. Konings, Elegast Monbaliu, Hans Hallez, Els Ortibus
An Examination of Motivation in Physical Therapy Through the Lens of Self-Determination Theory: Implications for Game Design. CHI (2023)
Bozheng Pang, Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens
Experimental Validation of Common Assumptions in Bluetooth Low Energy Interference Studies. TrustCom (2023)
Chandrakanth R. Kancharla, Jens Vankeirsbilck, Dries Vanoost, Jeroen Boydens, Hans Hallez
Lightweight and Self Adaptive Model for Domain Invariant Bearing Fault Diagnosis. IoTBDS (2023)
Douwe Ravers, Kathrin Gerling, Mari Naaris, Marco J. Konings, Sammy Verslype, Elegast Monbaliu, Hans Hallez
Game-based Powered Wheelchair Skills Training: Examining Tensions Between Player Engagement and Therapeutic Requirements. ASSETS (2023)
Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments. EMBC (2022)
Koustabh Dolui, Sam Michiels, Danny Hughes, Hans Hallez
Context Aware Adaptive ML Inference in Mobile-Cloud Applications. WoWMoM (2022)
Chunzhuo Wang, T. Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste
Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network. CoRR (2022)
Keivan Shariatmadar, Kaizheng Wang, Calvin R. Hubbard, Hans Hallez, David Moens
An introduction to optimization under uncertainty - A short survey. CoRR (2022)
Tiberius-George Sorescu, Chandrakanth R. Kancharla, Jeroen Boydens, Hans Hallez, Mathias Verbeke
Framework to Evaluate Deep Learning Algorithms for Edge Inference and Training. PKDD/ECML Workshops (1) (2022)
Chetanya Puri, Koustabh Dolui, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
Gestational weight gain prediction using privacy preserving federated learning. EMBC (2021)
Koustabh Dolui, Sam Michiels, Dietwig Lowet, Danny Hughes, Hans Hallez
Towards Context Aware Adaptive Deployment in ML Applications Using State Machines. DCOSS (2021)
Kristof T'Jonck, Bozheng Pang, Hans Hallez, Jeroen Boydens
Optimizing the Bluetooth Low Energy Service Discovery Process. Sensors 21 (11) (2021)
Bozheng Pang, Kristof T'Jonck, Tim Claeys, Davy Pissoort, Hans Hallez, Jeroen Boydens
Bluetooth Low Energy Interference Awareness Scheme and Improved Channel Selection Algorithm for Connection Robustness. Sensors 21 (7) (2021)
Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens
Using Hardware-In-Loop-Based Fault Injection to Determine the Effects of Control Flow Errors in Industrial Control Programs. SAFECOMP (2020)
Mark Versteyhe, Henri De Vroey, Frederik Debrouwere, Hans Hallez, Kurt Claeys
A Novel Method to Estimate the Full Knee Joint Kinematics Using Low Cost IMU Sensors for Easy to Implement Low Cost Diagnostics. Sensors 20 (6) (2020)
Gert Mertes, Li Ding, Wei Chen, Hans Hallez, Jie Jia, Bart Vanrumste
Measuring and Localizing Individual Bites Using a Sensor Augmented Plate During Unrestricted Eating for the Aging Population. IEEE J. Biomed. Health Informatics 24 (5) (2020)
Hannelore Strauven, Katta Spiel, Ine D'Haeseleer, Hans Hallez, Bart Vanrumste, Vero Vanden Abeele
From Promoting Dignity to Installing Distrust: Understanding the Role of Continence Care Technology in Nursing Homes. NordiCHI (2020)
Jens Vankeirsbilck, Jonas Van Waes, Hans Hallez, Jeroen Boydens
Impact of selectively implementing control flow error detection techniques. Internet Things 12 (2020)
Hannelore Strauven, Ine D'haeseleer, Kristof T'Jonck, Hans Hallez, Vero Vanden Abeele, Pieter Crombez, Bart Vanrumste
Towards an Ambient Support System for Continence Management in Nursing Homes: An Exploratory Study. HEALTHINF (2020)
Ive Weygers, Manon Kok, Marco Konings, Hans Hallez, Henri De Vroey, Kurt Claeys
Inertial Sensor-Based Lower Limb Joint Kinematics: A Methodological Systematic Review. Sensors 20 (3) (2020)
Tanmay T. Verlekar, Henri De Vroey, Kurt Claeys, Hans Hallez, Luís Ducla Soares, Paulo L. Correia
Estimation and validation of temporal gait features using a markerless 2D video system. Comput. Methods Programs Biomed. 175 (2019)
Jens Vankeirsbilck, Jonas Van Waes, Hans Hallez, Jeroen Boydens
A New Approach to Selectively Implement Control Flow Error Detection Techniques. 3PGCIC (2019)
Sotirios Gakopoulos, Ioana Gabriela Nica, Saranda Bekteshi, Jean-Marie Aerts, Elegast Monbaliu, Hans Hallez
Development of a Data Logger for Capturing Human-Machine Interaction in Wheelchair Head-Foot Steering Sensor System in Dyskinetic Cerebral Palsy. Sensors 19 (24) (2019)
Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens
Automatic Implementation of Control Flow Error Detection Techniques. ISCSIC (2019)
Gert Mertes, Li Ding, Wei Chen, Hans Hallez, Jie Jia, Bart Vanrumste
Quantifying Eating Behavior With a Smart Plate in Patients With Arm Impairment After Stroke. BHI (2019)
Chetanya Puri, Koustabh Dolui, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
Privacy preserving pregnancy weight gain management: demo abstract. SenSys (2019)
Koustabh Dolui, Illapha Cuba Gyllensten, Dietwig Lowet, Sam Michiels, Hans Hallez, Danny Hughes
Towards Privacy-preserving Mobile Applications with Federated Learning: The Case of Matrix Factorization. MobiSys (2019)
Jens Vankeirsbilck, Jonas Van Waes, Hans Hallez, Davy Pissoort, Jeroen Boydens
Control Flow Errors in an Industry 4.0 Setup: a Preliminary Study. SMC (2019)
Gert Mertes, Glenn Christiaensen, Hans Hallez, Sammy Verslype, Wei Chen, Bart Vanrumste
Measuring weight and location of individual bites using a sensor augmented smart plate. EMBC (2018)
Jens Vankeirsbilck, Niels Penneman, Hans Hallez, Jeroen Boydens
Random Additive Control Flow Error Detection. SAFECOMP (2018)
Jens Vankeirsbilck, Niels Penneman, Hans Hallez, Jeroen Boydens
Random Additive Signature Monitoring for Control Flow Error Detection. IEEE Trans. Reliab. 66 (4) (2017)
Gert Mertes, Hans Hallez, Bart Vanrumste, Tom Croonenborghs
Detection of chewing motion in the elderly using a glasses mounted accelerometer in a real-life environment. EMBC (2017)
Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens
Soft Error Protection in Safety Critical Embedded Applications: An Overview. 3PGCIC (2015)
E. Cuartas-Morales, Hans Hallez, Bart Vanrumste, Germán Castellanos-Domínguez
Three-layer-isotropic skull conductivity representation in the EEG forward problem using spherical head models. EMBC (2014)
Gregor Strobbe, Pieter van Mierlo, Maarten De Vos, Bogdan Mijovic, Hans Hallez, Sabine Van Huffel, José David López, Stefaan Vandenberghe
Bayesian model selection of template forward models for EEG source reconstruction. NeuroImage 93 (2014)
Gregor Strobbe, Pieter van Mierlo, Maarten De Vos, Bogdan Mijovic, Hans Hallez, Sabine Van Huffel, José David López, Stefaan Vandenberghe
Multiple sparse volumetric priors for distributed EEG source reconstruction. NeuroImage 100 (2014)
Victoria Montes-Restrepo, Pieter van Mierlo, José David López, Hans Hallez, Stefaan Vandenberghe
Influence of isotropic skull models on EEG source localization. EMBC (2013)
Pieter Buteneers, David Verstraeten, Pieter van Mierlo, Tine Wyckhuys, Dirk Stroobandt, Robrecht Raedt, Hans Hallez, Benjamin Schrauwen
Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing. Artif. Intell. Medicine 53 (3) (2011)
Pieter van Mierlo, Evelien Carrette, Hans Hallez, Kristl Vonck, Dirk Van Roost, Paul Boon, Steven Staelens
Accurate epileptogenic focus localization through time-variant functional connectivity analysis of intracranial electroencephalographic signals. NeuroImage 56 (3) (2011)
Tine Wyckhuys, Steven Staelens, Bregt Van Nieuwenhuyse, Steven Deleye, Hans Hallez, Kristl Vonck, Robrecht Raedt, Wytse Wadman, Paul Boon
Hippocampal deep brain stimulation induces decreased rCBF in the hippocampal formation of the rat. NeuroImage 52 (1) (2010)
Guillaume Crevecoeur, Hans Hallez, Peter Van Hese, Yves D'Asseler, Luc Dupré, Rik Van de Walle
A hybrid algorithm for solving the EEG inverse problem from spatio-temporal EEG data. Medical Biol. Eng. Comput. 46 (8) (2008)
Sara Assecondi, Peter Van Hese, Hans Hallez, Yves D'Asseler, Ignace Lemahieu, Anna M. Bianchi, Paul Boon
Ballistocardiographic Artifact Removal from Simultaneous EEG/FMRI Recording by means of Canonical Correlation Analysis. BIOSIGNALS (2) (2008)
Ronald Phlypo, Peter Van Hese, Hans Hallez, Paul Boon, Rik Van de Walle, Yves D'Asseler, Ignace Lemahieu
Extracting the spike process from the EEG by spatially constrained ICA. EMBC (2006)
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
Muscle and eye movement artifact removal prior to EEG source localization. EMBC (2006)