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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 Europe - 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
11 - 20 of 191
- Hypercapnic signaling influences hypoxic signaling in the control of breathing in C57BL6 mice(2023)
Authors: Jesse Davis
Pages: 1188 - 1206 - Looking Beyond the Past: Analyzing the Intrinsic Playing Style of Soccer Teams(2023)
Authors: Maaike Van Roy, Jesse Davis
Pages: 370 - 385Number of pages: 16 - Declarative Modelling and Reasoning for Combinatorial Problem Solving and Argumentation under Uncertainty(2023)
Authors: Pietro Totis, Luc De Raedt, Angelika Kimmig, Jesse Davis
- Perspective on ?in the wild? movement analysis using machine learning(2023)
Authors: Jesse Davis
- Bitpaths: compressing datasets without decreasing predictive performance(2023)
Authors: Loren Nuyts, Laurens Devos, Wannes Meert, Jesse Davis
Pages: 261 - 268Number of pages: 8 - Lifted Reasoning for Combinatorial Counting(2023)
Authors: Pietro Totis, Jesse Davis, Luc De Raedt, Angelika Kimmig
Pages: 1 - 58 - Detecting Evasion Attacks in Deployed Tree Ensembles(2023)
Authors: Laurens Devos, Lorenzo Perini, Wannes Meert, Jesse Davis
Pages: 120 - 136 - un-xPass: Measuring Soccer Player’s Creativity(2023)
Authors: Pieter Robberechts, Maaike Van Roy, Jesse Davis
Number of pages: 21 - REBOA in Bleeding and Cardiac Arrest in Pre-Hospital Care by Helicopter Emergency Medical Service : The RIBCAP-HEMS(2023)
Authors: Jesse Davis
Pages: 22 - 32 - Towards Data-Driven Volatility Modeling with Variational Autoencoders(2023)
Authors: Thomas Dierckx, Jesse Davis, Wim Schoutens
Pages: 97 - 111Number of pages: 15