Hans Hallez

Hans Hallez

Katholieke Universiteit Leuven

H-index: 22

Europe-Belgium

About Hans Hallez

Hans Hallez, With an exceptional h-index of 22 and a recent h-index of 18 (since 2020), a distinguished researcher at Katholieke Universiteit Leuven, specializes in the field of Biomedical engineering, Signal- and Imageprocessing, Networked embedded systems, Internet of Things, Mechatronics.

His recent articles reflect a diverse array of research interests and contributions to the field:

CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks

Interval Reduced Order Surrogate Modelling Framework for Uncertainty Quantification

A review of electro-active shape memory polymer composites: Materials engineering strategies for shape memory enhancement

Evaluation of Different Radar Placements for Food Intake Monitoring Using Deep Learning

Effectiveness of wheeled mobility skill interventions in children and young people with cerebral palsy: A systematic review

Structural health monitoring of Cerasol® roof tiles with embedded FBG sensors

Bluetooth Low Energy Performance Analysis and Optimization in Environments with Interference

Game-based Powered Wheelchair Skills Training: Examining Tensions Between Player Engagement and Therapeutic Requirements

Hans Hallez Information

University

Position

Campus Brugge

Citations(all)

2525

Citations(since 2020)

1269

Cited By

1653

hIndex(all)

22

hIndex(since 2020)

18

i10Index(all)

43

i10Index(since 2020)

27

Email

University Profile Page

Katholieke Universiteit Leuven

Google Scholar

View Google Scholar Profile

Hans Hallez Skills & Research Interests

Biomedical engineering

Signal- and Imageprocessing

Networked embedded systems

Internet of Things

Mechatronics

Top articles of Hans Hallez

Title

Journal

Author(s)

Publication Date

CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks

arXiv preprint arXiv:2401.05043

Kaizheng Wang

Keivan Shariatmadar

Shireen Kudukkil Manchingal

Fabio Cuzzolin

David Moens

...

2024/1/10

Interval Reduced Order Surrogate Modelling Framework for Uncertainty Quantification

Ghifari A Faza

Keivan Shariatmadar

Hans Hallez

David Moens

2024

A review of electro-active shape memory polymer composites: Materials engineering strategies for shape memory enhancement

Hytham Hassan

Hans Hallez

Wim Thielemans

Veerle Vandeginste

2024/2/18

Evaluation of Different Radar Placements for Food Intake Monitoring Using Deep Learning

Chunzhuo Wang

T Sunil Kumar

Walter De Raedt

Guido Camps

Hans Hallez

...

2023/5/1

Effectiveness of wheeled mobility skill interventions in children and young people with cerebral palsy: A systematic review

Mari Naaris

Saranda Bekteshi

Maria Aufheimer

Kathrin Gerling

Hans Hallez

...

2023/11

Structural health monitoring of Cerasol® roof tiles with embedded FBG sensors

The Journal of Adhesion

Steven Fevery

K Van Massenhove

S Debruyne

D Vandepitte

H Hallez

2023/8/18

Bluetooth Low Energy Performance Analysis and Optimization in Environments with Interference

Bozheng PANG

Jeroen Boydens

Hans Hallez

Tim Claeys

2023/4/25

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

...

2023/10/22

Multiphysics Coupling Model to Characterise the Behaviour of Induction Motors with Eccentricity and Bearing Faults

IEEE Transactions on Energy Conversion

Zifeng Gong

Philip Desenfans

Davy Pissoort

Hans Hallez

Dries Vanoost

2023/8/16

An Examination of Motivation in Physical Therapy Through the Lens of Self-Determination Theory: Implications for Game Design

Maria Aufheimer

Kathrin Gerling

TC Nicholas Graham

Mari Naaris

Marco J Konings

...

2023/4/19

Replication Data for: Markerless motion capture to assess upper extremity movements in individuals with dyskinetic cerebral palsy: an accuracy and validity study

Helga Haberfehlner

Inti Vanmechelen

Ellen Van Wonterghem

Jean-Marie Aerts

Hans Hallez

...

2023/8/4

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

...

2023/10/9

Modeling the Trade-off between Throughput and Reliability in a Bluetooth Low Energy Connection

Bozheng Pang

Tim Claeys

Hans Hallez

Jeroen Boydens

2023/12/15

Lightweight and Self Adaptive Model for Domain Invariant Bearing Fault Diagnosis

In Proceedings of the 8th International Conference on Internet of Things, Big Data and Security-IoTBDS

Chandrakanth Reddy Kancharla

Jens Vankeirsbilck

Dries Vanoost

Jeroen Boydens

Hans Hallez

2023/1/1

(POSTER) Unsupervised and Condition Invariant Anomaly Detection for The Constrained Edge

Chandrakanth R Kancharla

Dries Vanoost

Jens Vankeirsbilck

Jeroen Boydens

Hans Hallez

2023/6/19

Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments

arXiv preprint arXiv:2401.05376

Chunzhuo Wang

T Sunil Kumar

Walter De Raedt

Guido Camps

Hans Hallez

...

2023/12/15

Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar

Chunzhuo Wang

T Sunil Kumar

Walter De Raedt

Guido Camps

Hans Hallez

...

2023/9/12

Markerless motion capture to assess upper extremity movements in individuals with dyskinetic cerebral palsy: an accuracy and validity study

medRxiv

Inti Vanmechelen

Ellen Van Wonterghem

Jean-Marie Aerts

Hans Hallez

Kaat Desloovere

...

2023

Trunk and upper extremity kinematics measured by markerless motion tracking in individuals with and without dyskinetic cerebral palsy

Developmental Medicine And Child Neurology

Ellen Van Wonterghem

Inti Vanmechelen

Thomas Swinnen

Hans Hallez

Jean Aerts

...

2023/5/26

Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network with Attention

IEEE Journal of Biomedical and Health Informatics

Chunzhuo Wang

T Sunil Kumar

Walter De Raedt

Guido Camps

Hans Hallez

...

2023/12/5

See List of Professors in Hans Hallez University(Katholieke Universiteit Leuven)

Co-Authors

H-index: 40
Bart Vanrumste

Bart Vanrumste

Katholieke Universiteit Leuven

H-index: 15
Jeroen Boydens

Jeroen Boydens

Katholieke Universiteit Leuven

H-index: 7
Ive Weygers

Ive Weygers

Katholieke Universiteit Leuven

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