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Researcher
Wannes Meert
- Disciplines:Artificial intelligence
Affiliations
- Declarative Languages and Artificial Intelligence (DTAI) (Division)
Member
From1 Aug 2020 → Today - Informatics Section (Division)
Member
From1 Sep 2006 → 4 Aug 2020
Projects
11 - 20 of 22
- Verifying Learning Artificial Intelligence SystemsFrom1 Jan 2018 → 31 Dec 2021Funding: FWO EOS
- Data-driven logistics.From1 Jan 2018 → 31 Dec 2021Funding: FWO Strategic Basic Research (SBO)
- Knowledge-Based Software Engineering: IDP4From1 Oct 2016 → 30 Sep 2018Funding: IOF - Industrial Research Fund
- Hardware-Aware Probabilistic Models: Learning, Inference and Use CasesFrom7 Oct 2015 → 24 Nov 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- Designing Anomaly Detection Algorithms that Exploit Flexible SupervisionFrom28 Sep 2015 → 18 Dec 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- Low Power Wide Area Networks: System Analysis and OptimizationFrom1 Oct 2014 → 30 Jun 2018Funding: Own budget, for example: patrimony, inscription fees, gifts
- EDA for hardware/software generation based on design space exploration.From1 Apr 2014 → 31 Mar 2015Funding: IOF - Industrial Research Fund
- Applications of probabilistic logicFrom7 Oct 2013 → 13 Jun 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Smart chips: embedding machine learning at circuit level.From1 Oct 2013 → 30 Sep 2015Funding: BOF - Doctoral projects
- Cross-Layer Self-Adaptivity for Ultra-Low Power Responsive IoT Devices: Analysing Task Hierarchy and Task Adaptivity at Different Optimisation LevelsFrom1 Sep 2013 → 19 Oct 2018Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 115
- Estimating Dynamic Time Warping Distance Between Time Series with Missing Data(2023)
Authors: Aras Yurtman, Jonas Soenen, Wannes Meert, Hendrik Blockeel
Pages: 221 - 237Number of pages: 17 - Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming(2023)
Authors: Kshitij Goyal, Wannes Meert, Hendrik Blockeel
Pages: 47 - 64Number of pages: 17 - Scenario Generation of Residential Electricity Consumption Through Sampling Of Historical Data(2023)
Authors: Jonas Soenen, Aras Yurtman, Wannes Meert, Hendrik Blockeel
- Bitpaths: compressing datasets without decreasing predictive performance(2023)
Authors: Loren Nuyts, Laurens Devos, Wannes Meert, Jesse Davis
Pages: 261 - 268Number of pages: 8 - Efficient Execution of Irregular Dataflow Graphs: Hardware/Software Co-optimization for Probabilistic AI and Sparse Triangular Systems(2023)
Authors: Nimish Shirishbhai Shah, Marian Verhelst, Wannes Meert
- Detecting Evasion Attacks in Deployed Tree Ensembles(2023)
Authors: Laurens Devos, Lorenzo Perini, Wannes Meert, Jesse Davis
Pages: 120 - 136 - GRAPHOPT: constrained-optimization-based parallelization of irregular graphs(2022)
Authors: Nimish Shirishbhai Shah, Wannes Meert, Marian Verhelst
Pages: 3321 - 3332 - DPU: DAG Processing Unit for Irregular Graphs With Precision-Scalable Posit Arithmetic in 28 nm(2022)
Authors: Nimish Shirishbhai Shah, Shirui Zhao, Wannes Meert, Marian Verhelst
Pages: 1 - 11 - 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 - Parameter Learning in ProbLog with Annotated Disjunctions(2022)
Authors: Wen-Chi Yang, Luc De Raedt, Wannes Meert
Pages: 378 - 391Number of pages: 14