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Researcher
Jesse Davis
- Disciplines:Artificial intelligence
Affiliations
- Declarative Languages and Artificial Intelligence (DTAI) (Division)
Member
From1 Aug 2020 → Today - Informatics Section (Division)
Member
From1 Oct 2010 → 4 Aug 2020
Projects
1 - 10 of 39
- Sabbatical Jesse Jon Davis: Analyzing Spatio-temporal Data: The Next FrontierFrom1 Feb 2024 → TodayFunding: FWO Prices and sabbaticals (before FWO undefined), BOF - mobility
- A safer internet through analysis of domain name registrations and DNS trafficFrom1 Jan 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Flexible and Limited Supervision for Anomaly DetectionFrom1 Feb 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Postdoctoral researcher Explainable AI and Medical Natural Language ProcessingFrom10 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Deep Learning for Advanced Image-Based Semiconductor MetrologyFrom7 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Advanced Electrical Characterization with Machine Learning: Extracting Device Information with Less DataFrom5 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Novel approaches for flexible supervisionFrom1 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Trustworthy Planning and Scheduling with Learning and ExplanationsFrom1 Oct 2022 → TodayFunding: HORIZON.2.4 - Digital, Industry and Space
- Verification of tree ensembles: Algorithms and ApplicationsFrom26 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Automating the analysis of time series dataFrom14 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
31 - 40 of 191
- Impact of Gender and Feature Set on Machine-Learning-Based Prediction of Lower-Limb Overuse Injuries Using a Single Trunk-Mounted Accelerometer(2022)
Authors: Sieglinde Bogaert, Jesse Davis, 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 - Know your limits: Machine learning with rejection for vehicle engineering(2022)
Authors: Kilian Hendrickx, Wannes Meert, Jesse Davis
Pages: 273 - 288Number of pages: 15 - Optimally Disrupting Opponent Build-ups(2021)
Authors: Maaike Van Roy, Pieter Robberechts, Jesse Davis
Pages: 1 - 16 - Motion Sensor-Based Detection of Outlier Days Supporting Continuous Health Assessment for Single Older Adults(2021)
Authors: Marc Mertens, Glen Debard, Jesse Davis, Koen Milisen, Jos Tournoy, Bart Vanrumste
- Evaluation of automated hypnogram analysis on multi-scored polysomnographies(2021)
Authors: Dries Van der Plas, Wannes Meert, Jesse Davis
Pages: 1 - 13 - Versatile Verification of Tree Ensembles(2021)
Authors: Laurens Devos, Wannes Meert, Jesse Davis
Pages: 2654 - 2664 - Verifying tree ensembles by reasoning about potential instances(2021)
Authors: Laurens Devos, Wannes Meert, Jesse Davis
Pages: 1 - 9 - Leaving Goals on the Pitch: Evaluating Decision Making in Soccer(2021)
Authors: Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis
Pages: 1 - 25 - Gradient boosting for quantitative finance(2021)
Authors: Jesse Davis, Laurens Devos, Sofie Reyners, Wim Schoutens
Pages: 1 - 40