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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
21 - 30 of 191
- A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer(2023)
Authors: Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis
Pages: 517 - 562 - 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
- Evaluating Sports Analytics Models: Challenges, Approaches, and Lessons Learned(2022)
Authors: Jesse Davis, Laurens Devos, Wannes Meert, Pieter Robberechts, Jan Van Haaren, Maaike Van Roy
Pages: 1 - 11 - Hidden Performance: Salary History Bans and the Gender Pay Gap(2022)
Authors: Jesse Davis
Pages: 511 - 553 - Efficient and Versatile Methods for Relational Machine Learning(2022)
Authors: Jonas Schouterden, Hendrik Blockeel, Jesse Davis
- 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
- ALCOHOL WITHDRAWAL SYNDROME IN WOMEN VS MEN: ANALYSIS OF 1496 CASES AT A SINGLE SITE(2022)
Authors: Jesse Davis
Pages: 212 - 219