Muscle and eye movement artifact removal prior to EEG source localization. - 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 (EMBC, 2006)

Extracting the spike process from the EEG by spatially constrained ICA. - Ronald Phlypo; Peter Van Hese; Hans Hallez; Paul Boon 001; Rik Van de Walle; Yves D'Asseler; Ignace Lemahieu (EMBC, 2006)

Ballistocardiographic Artifact Removal from Simultaneous EEG/FMRI Recording by means of Canonical Correlation Analysis. - Sara Assecondi; Peter Van Hese; Hans Hallez; Yves D'Asseler; Ignace Lemahieu; Anna M. Bianchi; Paul Boon 001 (BIOSIGNALS (2), 2008)

A hybrid algorithm for solving the EEG inverse problem from spatio-temporal EEG data. - Guillaume Crevecoeur; Hans Hallez; Peter Van Hese; Yves D'Asseler; Luc Dupré; Rik Van de Walle (Medical Biol. Eng. Comput., 2008)

Hippocampal deep brain stimulation induces decreased rCBF in the hippocampal formation of the rat. - Tine Wyckhuys; Steven Staelens; Bregt Van Nieuwenhuyse; Steven Deleye; Hans Hallez; Kristl Vonck; Robrecht Raedt; Wytse Wadman; Paul Boon 001 (NeuroImage, 2010)

Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing. - Pieter Buteneers; David Verstraeten; Pieter van Mierlo; Tine Wyckhuys; Dirk Stroobandt; Robrecht Raedt; Hans Hallez; Benjamin Schrauwen (Artif. Intell. Medicine, 2011)

Accurate epileptogenic focus localization through time-variant functional connectivity analysis of intracranial electroencephalographic signals. - Pieter van Mierlo; Evelien Carrette; Hans Hallez; Kristl Vonck; Dirk Van Roost; Paul Boon 001; Steven Staelens (NeuroImage, 2011)

Influence of isotropic skull models on EEG source localization. - Victoria Montes-Restrepo; Pieter van Mierlo; José David López; Hans Hallez; Stefaan Vandenberghe (EMBC, 2013)

Three-layer-isotropic skull conductivity representation in the EEG forward problem using spherical head models. - E. Cuartas-Morales; Hans Hallez; Bart Vanrumste; Germán Castellanos-Domínguez (EMBC, 2014)

Bayesian model selection of template forward models for EEG source reconstruction. - Gregor Strobbe; Pieter van Mierlo; Maarten De Vos; Bogdan Mijovic; Hans Hallez; Sabine Van Huffel; José David López; Stefaan Vandenberghe (NeuroImage, 2014)

Multiple sparse volumetric priors for distributed EEG source reconstruction. - Gregor Strobbe; Pieter van Mierlo; Maarten De Vos; Bogdan Mijovic; Hans Hallez; Sabine Van Huffel; José David López; Stefaan Vandenberghe (NeuroImage, 2014)

Soft Error Protection in Safety Critical Embedded Applications: An Overview. - Jens Vankeirsbilck; Hans Hallez; Jeroen Boydens (3PGCIC, 2015)

Detection of chewing motion in the elderly using a glasses mounted accelerometer in a real-life environment. - Gert Mertes; Hans Hallez; Bart Vanrumste; Tom Croonenborghs (EMBC, 2017)

Random Additive Signature Monitoring for Control Flow Error Detection. - Jens Vankeirsbilck; Niels Penneman; Hans Hallez; Jeroen Boydens (IEEE Trans. Reliab., 2017)

Measuring weight and location of individual bites using a sensor augmented smart plate. - Gert Mertes; Glenn Christiaensen; Hans Hallez; Sammy Verslype; Wei Chen 015; Bart Vanrumste (EMBC, 2018)

Random Additive Control Flow Error Detection. - Jens Vankeirsbilck; Niels Penneman; Hans Hallez; Jeroen Boydens (SAFECOMP, 2018)

A New Approach to Selectively Implement Control Flow Error Detection Techniques. - Jens Vankeirsbilck; Jonas Van Waes; Hans Hallez; Jeroen Boydens (3PGCIC, 2019)

Quantifying Eating Behavior With a Smart Plate in Patients With Arm Impairment After Stroke. - Gert Mertes; Li Ding; Wei Chen 015; Hans Hallez; Jie Jia 002; Bart Vanrumste (BHI, 2019)

Automatic Implementation of Control Flow Error Detection Techniques. - Jens Vankeirsbilck; Hans Hallez; Jeroen Boydens (ISCSIC, 2019)

Towards Privacy-preserving Mobile Applications with Federated Learning: The Case of Matrix Factorization. - Koustabh Dolui; Illapha Cuba Gyllensten; Dietwig Lowet; Sam Michiels; Hans Hallez; Danny Hughes 001 (MobiSys, 2019)

Privacy preserving pregnancy weight gain management: demo abstract. - Chetanya Puri; Koustabh Dolui; Gerben Kooijman; Felipe Masculo; Shannon Van Sambeek; Sebastiaan Den Boer; Sam Michiels; Hans Hallez; Stijn Luca; Bart Vanrumste (SenSys, 2019)

Control Flow Errors in an Industry 4.0 Setup: a Preliminary Study. - Jens Vankeirsbilck; Jonas Van Waes; Hans Hallez; Davy Pissoort; Jeroen Boydens (SMC, 2019)

Estimation and validation of temporal gait features using a markerless 2D video system. - Tanmay T. Verlekar; Henri De Vroey; Kurt Claeys; Hans Hallez; Luís Ducla Soares; Paulo L. Correia (Comput. Methods Programs Biomed., 2019)

Development of a Data Logger for Capturing Human-Machine Interaction in Wheelchair Head-Foot Steering Sensor System in Dyskinetic Cerebral Palsy. - Sotirios Gakopoulos; Ioana Gabriela Nica; Saranda Bekteshi; Jean-Marie Aerts; Elegast Monbaliu; Hans Hallez (Sensors, 2019)

Towards an Ambient Support System for Continence Management in Nursing Homes: An Exploratory Study. - Hannelore Strauven; Ine D'haeseleer; Kristof T'Jonck; Hans Hallez; Vero Vanden Abeele; Pieter Crombez; Bart Vanrumste (HEALTHINF, 2020)

From Promoting Dignity to Installing Distrust: Understanding the Role of Continence Care Technology in Nursing Homes. - Hannelore Strauven; Katta Spiel; Ine D'Haeseleer; Hans Hallez; Bart Vanrumste; Vero Vanden Abeele (NordiCHI, 2020)

Using Hardware-In-Loop-Based Fault Injection to Determine the Effects of Control Flow Errors in Industrial Control Programs. - Jens Vankeirsbilck; Hans Hallez; Jeroen Boydens (SAFECOMP, 2020)

Impact of selectively implementing control flow error detection techniques. - Jens Vankeirsbilck; Jonas Van Waes; Hans Hallez; Jeroen Boydens (Internet Things, 2020)

A Novel Method to Estimate the Full Knee Joint Kinematics Using Low Cost IMU Sensors for Easy to Implement Low Cost Diagnostics. - Mark Versteyhe; Henri De Vroey; Frederik Debrouwere; Hans Hallez; Kurt Claeys (Sensors, 2020)

Inertial Sensor-Based Lower Limb Joint Kinematics: A Methodological Systematic Review. - Ive Weygers; Manon Kok; Marco J. Konings; Hans Hallez; Henri De Vroey; Kurt Claeys (Sensors, 2020)

Measuring and Localizing Individual Bites Using a Sensor Augmented Plate During Unrestricted Eating for the Aging Population. - Gert Mertes; Li Ding; Wei Chen 015; Hans Hallez; Jie Jia 002; Bart Vanrumste (IEEE J. Biomed. Health Informatics, 2020)

Towards Context Aware Adaptive Deployment in ML Applications Using State Machines. - Koustabh Dolui; Sam Michiels; Dietwig Lowet; Danny Hughes 001; Hans Hallez (DCOSS, 2021)

Gestational weight gain prediction using privacy preserving federated learning. - Chetanya Puri; Koustabh Dolui; Gerben Kooijman; Felipe Masculo; Shannon Van Sambeek; Sebastiaan Den Boer; Sam Michiels; Hans Hallez; Stijn Luca; Bart Vanrumste (EMBC, 2021)

Bluetooth Low Energy Interference Awareness Scheme and Improved Channel Selection Algorithm for Connection Robustness. - Bozheng Pang; Kristof T'Jonck; Tim Claeys; Davy Pissoort; Hans Hallez; Jeroen Boydens (Sensors, 2021)

Optimizing the Bluetooth Low Energy Service Discovery Process. - Kristof T'Jonck; Bozheng Pang; Hans Hallez; Jeroen Boydens (Sensors, 2021)

Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments. - Chunzhuo Wang; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (EMBC, 2022)

Framework to Evaluate Deep Learning Algorithms for Edge Inference and Training. - Tiberius-George Sorescu; Chandrakanth R. Kancharla; Jeroen Boydens; Hans Hallez; Mathias Verbeke (PKDD/ECML Workshops (1), 2022)

Context Aware Adaptive ML Inference in Mobile-Cloud Applications. - Koustabh Dolui; Sam Michiels; Danny Hughes 001; Hans Hallez (WoWMoM, 2022)

Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network. - Chunzhuo Wang; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (CoRR, 2022)

An introduction to optimization under uncertainty - A short survey. - Keivan Shariatmadar; Kaizheng Wang; Calvin R. Hubbard; Hans Hallez; David Moens (CoRR, 2022)

Game-based Powered Wheelchair Skills Training: Examining Tensions Between Player Engagement and Therapeutic Requirements. - Douwe Ravers; Kathrin Gerling; Mari Naaris; Marco J. Konings; Sammy Verslype; Elegast Monbaliu; Hans Hallez (ASSETS, 2023)

Intake Gesture Detection With IMU Sensor in Free-Living Environments: The Effects of Measuring Two-Hand Intake and Down-Sampling. - Chunzhuo Wang; Jiaze Kong; Yutong Cai; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (BSN, 2023)

An Examination of Motivation in Physical Therapy Through the Lens of Self-Determination Theory: Implications for Game Design. - Maria Aufheimer; Kathrin Gerling; T. C. Nicholas Graham; Mari Naaris; Marco J. Konings; Elegast Monbaliu; Hans Hallez; Els Ortibus (CHI, 2023)

(POSTER) Unsupervised and Condition Invariant Anomaly Detection for The Constrained Edge. - Chandrakanth R. Kancharla; Dries Vanoost; Jens Vankeirsbilck; Jeroen Boydens; Hans Hallez (DCOSS-IoT, 2023)

Modeling the Trade-off between Throughput and Reliability in a Bluetooth Low Energy Connection. - Bozheng Pang; Tim Claeys; Hans Hallez; Jeroen Boydens (EWSN, 2023)

Lightweight and Self Adaptive Model for Domain Invariant Bearing Fault Diagnosis. - Chandrakanth R. Kancharla; Jens Vankeirsbilck; Dries Vanoost; Jeroen Boydens; Hans Hallez (IoTBDS, 2023)

Simulation for Trade-off between Interference and Performance in a Bluetooth Low Energy Network. - Bozheng Pang; Tim Claeys; Kristof T'Jonck; Jens Vankeirsbilck; Hans Hallez; Jeroen Boydens (TrustCom, 2023)

Experimental Validation of Common Assumptions in Bluetooth Low Energy Interference Studies. - Bozheng Pang; Jens Vankeirsbilck; Hans Hallez; Jeroen Boydens (TrustCom, 2023)

A Novel Model to Quantify the Impact of Transmission Parameters on the Coexistence Between Bluetooth Low Energy Pairs. - Bozheng Pang; Tim Claeys; Jens Vankeirsbilck; Kristof T'Jonck; Hans Hallez; Jeroen Boydens (IEEE Internet Things J., 2023)

Wireless Readout System for Pressure Monitoring Using FFF-Printed Mold Fabricated Flexible Piezoresistive Sensors. - Sai Peng; Arthur Camelbeke; Kevin Deschamps; Veerle Vandeginste; Hans Hallez (IEEE SENSORS, 2024)

Evaluation Metrics for Food Intake Activity Recognition Using Segment-Wise IoU. - Chunzhuo Wang; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (MeMeA, 2024)

Credal Deep Ensembles for Uncertainty Quantification. - Kaizheng Wang; Fabio Cuzzolin; Shireen Kudukkil Manchingal; Keivan Shariatmadar; David Moens; Hans Hallez (NeurIPS, 2024)

Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments. - Chunzhuo Wang; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (CoRR, 2024)

Credal Wrapper of Model Averaging for Uncertainty Estimation on Out-Of-Distribution Detection. - Kaizheng Wang; Fabio Cuzzolin; Keivan Shariatmadar; David Moens; Hans Hallez (CoRR, 2024)

Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention. - Chunzhuo Wang; T. Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (IEEE J. Biomed. Health Informatics, 2024)

Eating Speed Measurement Using Wrist-Worn IMU Sensors Towards Free-Living Environments. - Chunzhuo Wang; Talluri Sunil Kumar; Walter De Raedt; Guido Camps; Hans Hallez; Bart Vanrumste (IEEE J. Biomed. Health Informatics, 2024)

Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification. - Kaizheng Wang; Fabio Cuzzolin; Keivan Shariatmadar; David Moens; Hans Hallez (ICLR, 2025)

Most likely heteroscedastic Gaussian process via kernel smoothing. - Ghifari Adam Faza; Nasrulloh R. B. S. Loka; Keivan Shariatmadar; Hans Hallez; David Moens (Knowl. Based Syst., 2025)

CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks. - Kaizheng Wang; Keivan Shariatmadar; Shireen Kudukkil Manchingal; Fabio Cuzzolin; David Moens; Hans Hallez (Neural Networks, 2025)

Generalized Decision Focused Learning under Imprecise Uncertainty-Theoretical Study. - Keivan Shariatmadar; Neil Yorke-Smith; Ahmad Osman; Fabio Cuzzolin; Hans Hallez; David Moens (CoRR, 2025)

Skeleton-Based Intake Gesture Detection With Spatial-Temporal Graph Convolutional Networks. - Chunzhuo Wang; Zhewen Xue; Talluri Sunil Kumar; Guido Camps; Hans Hallez; Bart Vanrumste (CoRR, 2025)

Modelling Axial Nonuniformity in Induction Machines Using a Multislice Magnetic Equivalent Circuit. - Zifeng Gong; Philip Desenfans; Davy Pissoort; Hans Hallez; Dries Vanoost (IEEE Trans. Ind. Electron., 2025)

Robust Multimodal Learning Framework For Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors. - Chunzhuo Wang; Hans Hallez; Bart Vanrumste (CoRR, 2025)