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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
21 - 30 of 39
- Verifying Learning Artificial Intelligence SystemsFrom1 Jan 2018 → 31 Dec 2021Funding: FWO EOS
- Scalable, interpretable and versatile models of relational data: Design, induction and inferenceFrom1 Oct 2017 → 30 Sep 2021Funding: BOF - Concerted Research Project from 1994
- Development of a novel adaptive training tool that uses artificial intelligence to provide individualized biomechanical feedback for runners in the real-world.From1 Oct 2017 → 30 Sep 2019Funding: IOF - Industrial Research Fund
- Methods for Automating Time Series Analysis with Applications in HealthcareFrom20 Sep 2017 → 19 Oct 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
- Efficient and Versatile Methods for Relational Machine LearningFrom20 Sep 2017 → 14 Jun 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
- Applying Machine Learning to Sensor Data from Physical ActivitiesFrom12 Jul 2017 → 12 Jul 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Nano4SportsFrom1 Jan 2017 → 31 Dec 2019Funding: Activities of International Cooperation
- Mobile Monitoring of joint loading profiles in persons with degenerative hip and knee problemsFrom1 Jan 2017 → 31 Dec 2020Funding: FWO Applied Biomedical Research (TBM)
- Learning from Complex Temporal DataFrom1 Sep 2016 → 12 Oct 2020Funding: FWO fellowships
- Relational grounding symbols through learning of affordances.From1 Dec 2015 → 30 Nov 2020Funding: FWO research project (including WEAVE projects)
Publications
1 - 10 of 191
- Operational, Uncertainty-Aware, and Reliable Anomaly Detection(2024)
Authors: Lorenzo Perini, Jesse Davis
- Robustness Verification of Multiclass Tree Ensembles(2024)
Authors: Laurens Devos, Lorenzo Cascioli, Jesse Davis
Pages: 21019 - 21028 - ETSY: A rule-based approach to Event and Tracking data SYnchronization(2024)
Authors: Maaike Van Roy, Lorenzo Cascioli, Jesse Davis
Pages: 11 - 23Number of pages: 13 - Detecting Epileptic Seizures Using Hand-Crafted and Automatically Constructed EEG Features(2024)
Authors: Christos Chatzichristos, Wim Van Paesschen, Maarten De Vos, Jesse Davis
Pages: 318 - 325 - Time-Shifted Transformers for Driver Identification Using Vehicle Data(2023)
Authors: Aras Yurtman, Wannes Meert, Jesse Davis
- An Analysis of the Influence of Game Context on Team Playing Style(2023)
Authors: Deniz Can Oruç, Lorenzo Cascioli, Luca Stradiotti, Maaike Van Roy, Pieter Robberechts, Jesse Davis
Number of pages: 17 - Learning from Positive and Unlabeled Multi-Instance Bags in Anomaly Detection(2023)
Authors: Lorenzo Perini, Vincent Vercruyssen, Jesse Davis
Pages: 1897 - 1906Number of pages: 10 - LATE-BREAKING SUBDERMAL NEEDLE ELECTRODES ARE CONSISTENT WITH EPIDURAL ELECTRODES IN MEASURING LONG-LATENCY AUDITORY EVOKED POTENTIALS IN RATS(2023)
Authors: Jesse Davis
Pages: S144 - S144 - DataDebugging: Enhancing trust in soccer action-value models by contextualization(2023)
Authors: Maaike Van Roy, Jesse Davis
Pages: 193 - 196Number of pages: 4 - Trendy Business Cycles and Asset Prices(2023)
Authors: Jesse Davis
Pages: 2509 - 2570