Research output per year
Research output per year
Personal profile
Research interests
Dr. Michel Dumontier is a Distinguished Professor of Data Science at Maastricht University. His research focuses on the development of computational methods for scalable integration and reproducible analysis of FAIR (Findable, Accessible, Interoperable and Reusable) data across scales - from molecules, tissues, organs, individuals, populations to the environment. His group combines semantic web technologies with effective indexing, machine learning and network analysis for drug discovery and personalized medicine.
Keywords
- B Philosophy (General)
- ontology
- Q Science (General)
- bioinformatics
- computational biology
- semantic web
- linked data
- biology
- molecular biology
- information
- databases
- knowledge representation
- big data
- machine learning
- data mining
- knowledge discovery
Research output
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Automated identification of healthier food substitutions through a combination of graph neural networks and nutri-scores
Loesch, J., van Lier, I., de Boer, A., Scholtes, J., Dumontier, M. & Celebi, R., 1 Jan 2024, In: Journal of Food Composition and Analysis. 125, 10 p., 105829.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
LSQ 2.0: A linked dataset of SPARQL query logs
Stadler, C., Saleem, M., Mehmood, Q., Buil-Aranda, C., Dumontier, M., Hogan, A. & Ngonga Ngomo, A. C., 12 Jan 2024, In: Semantic web. 15, 1, p. 167-189 23 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
ACES: Evaluating Automated Audio Captioning Models on the Semantics of Sounds
Wijngaard, G., Formisano, E., Giordano, B. L. & Dumontier, M., 1 Jan 2023, 31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings. IEEE, p. 770-774 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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Analyze Decentralized Personal Health Data using Solid, Digital Consent, and Federated Learning
Sun, C., van Soest, J. & Dumontier, M., 1 Jan 2023, Semantic Web Applications and Tools for Health Care and Life Sciences 2023. Vol. 3415. p. 169-170 2 p. (CEUR Workshop Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile27 Downloads (Pure) -
ciTIzen-centric DAta pLatform (TIDAL): Sharing distributed personal data in a privacy-preserving manner for health research
Sun, C., Ocana, M. G., van Soest, J. & Dumontier, M., 2023, In: Semantic web. 14, 5, p. 977-996 20 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
Prizes
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Case Law Analytics (Comenius Teaching Fellow grant)
van Dijck, Gijs (Recipient), Schaper, Marcel (Recipient), Moodley, Kody (Recipient) & Dumontier, Michel (Recipient), 2019
Prize: Prize (including medals and awards) › Academic
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Web of Law
van Dijck, Gijs (Recipient), Noteborn, Gwen (Recipient), Schaper, Marcel (Recipient), Savrij Droste, Koen (Recipient), Hernández Serrano, Pedro (Recipient), Moodley, Kody (Recipient) & Dumontier, Michel (Recipient), Sept 2020
Prize: Prize (including medals and awards) › Academic
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Webinar on Ethics in AI
Nava Tintarev (Chair) & Michel Dumontier (Participant / Attendee)
18 Mar 2021Activity: Organizing, contributing or attending an event › Organizing or contributing to an event › Popular
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Accelerating Discovery Science with an Internet of FAIR Data and Services
Michel Dumontier (Keynote / plenary speaker)
19 Oct 2020Activity: Talk or presentation / Performance / Speeches › Talk or presentation - at conference › Academic
Press/Media
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Digitalisering moet de geesteswetenschappen versterken, niet vervormen
Sally Wyatt & Michel Dumontier
14/11/18
1 Media contribution
Press/Media: Research › Popular