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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
1 - 10 of 22
- SPECTRAI - Spectral image Processing with Efficiently Compressed TensoRs and AIFrom1 Oct 2023 → TodayFunding: IOF - technology concept exploration
- Low rank tensor approximation techniques for up- and downdating of online time series clusteringFrom25 Sep 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Low rank tensor approximation techniques for up- and downdating of massive online time series clusteringFrom1 Jan 2023 → TodayFunding: FWO research project (including WEAVE projects)
- Advanced methods for analysis of structurally complex dataFrom1 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Counting shades of data quality: uncovering the notions of AI data quality, personal data quality and personal data accuracyFrom1 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Context Aware Anomaly Detection in Dynamic Industrial SettingsFrom1 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Automating Data WranglingFrom1 Jan 2022 → 31 Dec 2023Funding: IOF - technology validation in lab
- Anomaly Detection in Massive Time SeriesFrom1 Jan 2021 → 31 Dec 2022Funding: IWT / VLAIO personal funding - innovation mandates
- Contextual Anomaly Detection for Complex Industrial AssetsFrom1 Jan 2021 → 30 Jun 2023Funding: VLAIO ICON Artificial Intelligence (AI-ICON)
- AI in Industry: Learning and Reasoning for AutomationFrom1 Jan 2021 → TodayFunding: IOF - mandates
Publications
1 - 10 of 117
- Time-Shifted Transformers for Driver Identification Using Vehicle Data(2023)
Authors: Aras Yurtman, Wannes Meert, Jesse Davis
- 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
Linked dataset
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