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2020 – today
- 2024
[j18]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): 1000-1011 (2024)- [j17]Chunzhuo Wang, Talluri Sunil Kumar, Walter De Raedt, Guido Camps, Hans Hallez, Bart Vanrumste:
Eating Speed Measurement Using Wrist-Worn IMU Sensors Towards Free-Living Environments. IEEE J. Biomed. Health Informatics 28(10): 5816-5828 (2024) - [c32]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: 1-6 - [i6]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 abs/2401.05043 (2024) - [i5]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 abs/2401.05376 (2024) - [i4]Bozheng Pang, Tim Claeys, Hans Hallez, Jeroen Boydens:
Modeling the Trade-off between Throughput and Reliability in a Bluetooth Low Energy Connection. CoRR abs/2405.01231 (2024) - [i3]Kaizheng Wang, Fabio Cuzzolin, Keivan Shariatmadar, David Moens, Hans Hallez:
Credal Wrapper of Model Averaging for Uncertainty Estimation on Out-Of-Distribution Detection. CoRR abs/2405.15047 (2024) - 2023
- [j16]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): 1733-1745 (2023) - [c31]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: 71:1-71:5 - [c30]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: 1-4 - [c29]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: 725:1-725:16 - [c28]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: 77-79 - [c27]Bozheng Pang, Tim Claeys, Hans Hallez, Jeroen Boydens:
Modeling the Trade-off between Throughput and Reliability in a Bluetooth Low Energy Connection. EWSN 2023: 32-39 - [c26]Chandrakanth R. Kancharla, Jens Vankeirsbilck, Dries Vanoost, Jeroen Boydens, Hans Hallez:
Lightweight and Self Adaptive Model for Domain Invariant Bearing Fault Diagnosis. IoTBDS 2023: 29-38 - [c25]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: 2488-2494 - [c24]Bozheng Pang, Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens:
Experimental Validation of Common Assumptions in Bluetooth Low Energy Interference Studies. TrustCom 2023: 2495-2502 - 2022
- [c23]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: 1778-1782 - [c22]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: 569-581 - [c21]Koustabh Dolui, Sam Michiels, Danny Hughes, Hans Hallez:
Context Aware Adaptive ML Inference in Mobile-Cloud Applications. WoWMoM 2022: 90-99 - [i2]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 abs/2211.04253 (2022) - [i1]Keivan Shariatmadar, Kaizheng Wang, Calvin R. Hubbard, Hans Hallez, David Moens:
An introduction to optimization under uncertainty - A short survey. CoRR abs/2212.00862 (2022) - 2021
- [j15]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): 2257 (2021) - [j14]Kristof T'Jonck, Bozheng Pang, Hans Hallez, Jeroen Boydens:
Optimizing the Bluetooth Low Energy Service Discovery Process. Sensors 21(11): 3812 (2021) - [c20]Koustabh Dolui, Sam Michiels, Dietwig Lowet, Danny Hughes, Hans Hallez:
Towards Context Aware Adaptive Deployment in ML Applications Using State Machines. DCOSS 2021: 60-62 - [c19]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: 2170-2174 - 2020
- [j13]Jens Vankeirsbilck, Jonas Van Waes, Hans Hallez, Jeroen Boydens:
Impact of selectively implementing control flow error detection techniques. Internet Things 12: 100260 (2020) - [j12]Ive Weygers, Manon Kok, Marco J. Konings, Hans Hallez, Henri De Vroey, Kurt Claeys:
Inertial Sensor-Based Lower Limb Joint Kinematics: A Methodological Systematic Review. Sensors 20(3): 673 (2020) - [j11]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): 1683 (2020) - [j10]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): 1509-1518 (2020) - [c18]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: 438-446 - [c17]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: 38:1-38:11 - [c16]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: 405-418
2010 – 2019
- 2019
- [j9]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: 45-51 (2019) - [j8]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): 5404 (2019) - [c15]Jens Vankeirsbilck, Jonas Van Waes, Hans Hallez, Jeroen Boydens:
A New Approach to Selectively Implement Control Flow Error Detection Techniques. 3PGCIC 2019: 704-715 - [c14]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: 1-4 - [c13]Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens:
Automatic Implementation of Control Flow Error Detection Techniques. ISCSIC 2019: 6:1-6:8 - [c12]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: 624-625 - [c11]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: 398-399 - [c10]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: 2305-2310 - 2018
- [c9]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: 5558-5561 - [c8]Jens Vankeirsbilck, Niels Penneman, Hans Hallez, Jeroen Boydens:
Random Additive Control Flow Error Detection. SAFECOMP 2018: 220-234 - 2017
- [j7]Jens Vankeirsbilck, Niels Penneman, Hans Hallez, Jeroen Boydens:
Random Additive Signature Monitoring for Control Flow Error Detection. IEEE Trans. Reliab. 66(4): 1178-1192 (2017) - [c7]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: 4521-4524 - 2015
- [c6]Jens Vankeirsbilck, Hans Hallez, Jeroen Boydens:
Soft Error Protection in Safety Critical Embedded Applications: An Overview. 3PGCIC 2015: 605-610 - 2014
- [j6]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: 11-22 (2014) - [j5]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: 715-724 (2014) - [c5]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: 4904-4907 - 2013
- [c4]Victoria Montes-Restrepo, Pieter van Mierlo, José David López, Hans Hallez, Stefaan Vandenberghe:
Influence of isotropic skull models on EEG source localization. EMBC 2013: 3295-3298 - 2011
- [j4]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): 215-223 (2011) - [j3]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): 1122-1133 (2011) - 2010
- [j2]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): 55-61 (2010)
2000 – 2009
- 2008
- [j1]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): 767-777 (2008) - [c3]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: 11-16 - 2006
- [c2]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: 1002-1005 - [c1]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: 5286-5289
Coauthor Index
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