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Researcher
Mathias Verbeke
- Disciplines:Artificial intelligence
Affiliations
- Declarative Languages and Artificial Intelligence (DTAI) (Division)
Member
From13 Sep 2021 → Today - Informatics Section (Division)
Member
From1 Oct 2009 → 31 Aug 2014
Projects
1 - 10 of 17
- Retrokit - Optimising Machine Retrofitting with Retrokit: A Modular Machine Learning Approach for Edge-Based Condition MonitoringFrom1 Mar 2024 → TodayFunding: IOF - technology validation in lab
- Data-driven methodology for the real-time monitoring of the remaining useful life of electronic systemsFrom25 Jan 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Closing the Product-Production loop for high performant injection moulded parts (PerIMPro_SBO)From1 Jan 2024 → TodayFunding: IWT / VLAIO - Flanders Make - ICON
- Part quality optimization through data-driven in-process setpoint control of injection moulding processes.From23 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Machine learning operations strategies for condition monitoring at the edgeFrom5 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Machine learning operationsfor edge condition monitoring MLOps4ECM.From1 Oct 2023 → TodayFunding: IWT / VLAIO - TETRA fund
- Adaptive Fused Filament Fabrication (AF3)From1 Mar 2023 → TodayFunding: IOF - technology validation in lab
- Cellular and IoT Base station for EM resilient communicationsFrom1 Jan 2023 → TodayFunding: BOF - scientific equipment program
- Smartify Assets using Fiber Optic Sensors (SAFOS_sbo)From1 Oct 2022 → TodayFunding: IWT / VLAIO - Flanders Make - ICON
- Multimodal, data-driven control for quality improvement in manufacturing processesFrom30 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 29
- Deep Reinforcement Learning for Trajectory Generation and Optimisation of UAVs(2023)
Authors: Mathias Verbeke
Number of pages: 6 - Decision Algorithm Based on the Modified Bellman Equation to Deal With EMI-Induced Errors in Hamming-Based Communications(2023)
Authors: Dries Vanoost, Mathias Verbeke, Davy Pissoort
- Towards Waste-to-Energy-and-Materials Processes with Advanced Thermochemical Combustion Intelligence in the Circular Economy(2023)
Authors: Johan De Greef, Raf Vandevelde, Giuseppe Granata, Mathias Verbeke, Mariya Ishteva, Jo Van Caneghem, Maarten Vanierschot
- Framework to Evaluate Deep Learning Algorithms for Edge Inference and Training(2023)
Authors: Chandu Kancharla, Jeroen Boydens, Hans Hallez, Mathias Verbeke
Pages: 569 - 581 - Infrared hyperspectral analysis for non-invasive, inline fat content determination in bakery products(2023)
Authors: Arne De Temmerman, Matthias De Ryck, Mathias Verbeke
Number of pages: 7 - Process mining on machine event logs for profiling abnormal behaviour and root cause analysis(2020)
Authors: Annemie Vorstermans, Mathias Verbeke
Pages: 563 - 572 - A Machine Learning-Based Approach for Predicting Tool Wear in Industrial Milling Processes(2020)
Authors: Mathias Verbeke, Wannes Meert
Pages: 414 - 425Number of pages: 12 - A Machine Learning-Based Approach for Predicting Tool Wear in Industrial Milling Processes(2019)
Authors: Mathias Verbeke, Wannes Meert
Pages: 1 - 3 - Customer Profiling based on Electronic Payment Transaction Data(2018)
Authors: Michiel Van Lancker, Annemie Vorstermans, Mathias Verbeke
Pages: 427 - 428Number of pages: 2 - Context-Aware Performance Benchmarking of a Fleet of Industrial Assets(2018)
Authors: Mathias Verbeke
Linked dataset
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