Researcher
Arne De Brabandere
- Disciplines:Artificial intelligence
Affiliations
- Declarative Languages and Artificial Intelligence (DTAI) (Division)
Member
From1 Aug 2020 → Today - Informatics Section (Division)
Member
From1 Oct 2017 → 4 Aug 2020
Projects
1 - 1 of 1
- Methods for Automating Time Series Analysis with Applications in HealthcareFrom20 Sep 2017 → 19 Oct 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 10
- Methods for Automating Time Series Analysis with Applications in Healthcare(2022)
Authors: Arne De Brabandere, Jesse Davis
- Semi-supervised change point detection using active learning(2022)
Authors: Arne De Brabandere, Zhenxiang Cao, Maarten De Vos, Alexander Bertrand, Jesse Davis
Pages: 74 - 88 - Machine-learned-based prediction of lower extremity overuse injuries using pressure plates(2022)
Authors: Loren Nuyts, Arne De Brabandere, Jesse Davis, Benedicte Vanwanseele
- TSFuse: Automated feature construction for multiple time series data(2022)
Authors: Arne De Brabandere, Kilian Hendrickx, Wannes Meert, Jesse Davis
- Can the Output of a Learned Classification Model Monitor a Person’s Functional Recovery Status Post-Total Knee Arthroplasty?(2022)
Authors: Jill Emmerzaal, Arne De Brabandere, Jesse Davis, Ilse Jonkers, Benedicte Vanwanseele
- Joint kinematics alone can distinguish hip or knee osteoarthritis patients from asymptomatic controls with high accuracy(2022)
Authors: Jill Emmerzaal, Arne De Brabandere, Jesse Davis, Ilse Jonkers, Benedicte Vanwanseele
Pages: 1 - 11 - Towards the Monitoring of Functional Status in a Free-Living Environment for People with Hip or Knee Osteoarthritis: Design and Evaluation of the JOLO Blended Care App(2020)
Authors: Jill Emmerzaal, Arne De Brabandere, Jesse Davis, Ilse Jonkers, Benedicte Vanwanseele
- A Machine Learning Approach to Estimate Hip and Knee Joint Loading Using a Mobile Phone-Embedded IMU(2020)
Authors: Arne De Brabandere, Jill Emmerzaal, Ilse Jonkers, Benedicte Vanwanseele, Jesse Davis
- Automating Feature Construction for Multi-View Time Series Data(2019)
Authors: Arne De Brabandere, Pieter Robberechts, Tim Op De Beéck, Jesse Davis
Pages: 1 - 16Number of pages: 16 - Data fusion of body-worn accelerometers and heart rate to predict VO2max during submaximal running(2018)
Authors: Arne De Brabandere, Tim Op De Beéck, Kurt Schütte, Wannes Meert, Benedicte Vanwanseele, Jesse Davis