Researcher
Bart Vanrumste
- Disciplines:Other information and computing sciences, Modelling, Control systems, robotics and automation, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing, Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - Electronic Circuits and Systems (ECS) (Division)
Member
From1 Aug 2020 → 31 Oct 2016 - Computer Security and Industrial Cryptography (COSIC) (Division)
Member
From1 Aug 2020 → 28 Feb 2014 - Electrical Engineering Technology (ESAT), Group T Leuven Campus (Technology cluster)
Member
From1 Nov 2016 → 30 Sep 2019 - Electrical Engineering Technology (ESAT), Geel Campus (Technology cluster)
Member
From1 Oct 2013 → 28 Feb 2014 - Electrical Engineering Technology (ESAT), Diepenbeek Campus (Technology cluster)
Member
From1 Oct 2013 → 28 Feb 2014
Projects
1 - 10 of 41
- RevalExo: a wearable lower-limb exoskeleton that assists activities of daily living and enables data-driven remote rehabilitationFrom1 Oct 2023 → TodayFunding: FWO Strategic Basic Research (SBO)
- AI-Driven Wearable Robotics for HealthcareFrom1 Oct 2023 → TodayFunding: Activity supporting strategical priorities of the federal government
- AI@WZC: Residential Care Centers support and motivate residents to exercise using Artificial Intelligence (2023-00007).From1 Oct 2023 → TodayFunding: Provinces
- RevalExo: a wearable lower-limb exoskeleton that assists activities of daily living and enables data-driven remote rehabilitationFrom11 Sep 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- PhD position on multi-modal sensor fusion for AI-driven remote rehabilitationFrom4 Sep 2023 → 22 Sep 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Combating Malnutrition in Africa Through Diversification of the Food SystemFrom1 Jan 2023 → TodayFunding: Horizon Europe - Food, Bioeconomy, Natural Resources, Agriculture and Environment
- Machine Learning Approaches for Human Health Monitoring Using Wearable Sensors to Compensate Low Back PainFrom6 Dec 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Improving wearability and acceptance of AI-driven human-centered roboticsFrom1 Nov 2022 → 31 Oct 2023Funding: Activity supporting strategical priorities of the federal government
- Improving the technological assessment of freezing of gait in Parkinson’s diseaseFrom1 Oct 2022 → TodayFunding: FWO Strategic Basic Research Grant
- Towards at-home mobility assessment with deep learning technologyFrom1 Oct 2022 → 30 Sep 2023Funding: BOF - postdoctoral mandates
Publications
31 - 40 of 167
- Dynamic sensor activation and decision-level fusion in Wireless Acoustic Sensor Networks for classification of domestic activities(2021)
Authors: Gert Dekkers, Toon van Waterschoot, Bart Vanrumste, Peter Karsmakers
Pages: 196 - 210 - LETS: A Label-Efficient Training Scheme for Aspect-Based Sentiment Analysis by Using a Pre-Trained Language Model(2021)
Authors: Hee Reen Shim, Stijn Luca, Bart Vanrumste
Pages: 115563 - 115578 - A Localised Learning Approach Applied to Human Activity Recognition(2021)
Authors: Ahmed Youssef Ali Amer, Bart Vanrumste, Jean-Marie Aerts, Stijn Luca
Pages: 58 - 71 - Building blocks of a task-oriented dialogue system in the healthcare domain(2021)
Authors: Hee Reen Shim, Bart Vanrumste, Stijn Luca
Pages: 47 - 57 - Physical Activity Recognition Using Continuous Wave Radar with Deep Neural Network(2021)
Authors: Yiyuan Zhang, Bart Vanrumste, Oluwatosin John Babarinde, Dominique Schreurs
Number of pages: 4 - Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations(2021)
Authors: Yiyuan Zhang, Ine D'Haeseleer, Vero Vanden Abeele, Bart Vanrumste
- Exploration of Human Activity Recognition Using a Single Sensor for Stroke Survivors and Able-Bodied People(2021)
Authors: Yiyuan Zhang, Bart Vanrumste
- Bathroom activities monitoring for older adults by a wrist-mounted accelerometer using a hybrid deep learning model(2021)
Authors: Meng Shang, Yiyuan Zhang, Ine D'Haeseleer, Bart Vanrumste
Pages: 7112 - 7115 - A Personalized Bayesian Approach for Early Intervention in Gestational Weight Gain Management Toward Pregnancy Care(2021)
Authors: Chetanya Puri, Stijn Luca, Bart Vanrumste
Pages: 160946 - 160957 - Automatically Segmenting Physical Performance Test Items for Older Adults Using a Doppler Radar: A Proof of Concept Study(2021)
Authors: Yiyuan Zhang, Oluwatosin John Babarinde, Peter Karsmakers, Dominique Schreurs, Sabine Verschueren, Bart Vanrumste
Pages: 152765 - 152779
Linked dataset
1 - 3 of 3
- Replication Data for: Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments (Creator)
- Replication Data for: Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention (Creator)
- Replication Data for: Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments (Creator)