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
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Research output
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Artificial intelligence based data curation: enabling a patient-centric European health data space
de Zegher, I., Norak, K., Steiger, D., Mueller, H., Kalra, D., Scheenstra, B., Cina, I., Shulz, S., Uma, K., Kalendralis, P., Lotmam, E.-M., Benedikt, M., Dumontier, M. & Celebi, R., 15 May 2024, In: Frontiers in medicine. 11, 12 p., 1365501.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
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 -
Bridging auditory perception and natural language processing with semantically informed deep neural networks
Esposito, M., Valente, G., Plasencia-Calaña, Y., Dumontier, M., Giordano, B. L. & Formisano, E., 9 Sept 2024, In: Scientific Reports. 14, 1, 20994.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Differential privacy and SPARQL
Dumontier, M., Kirrane, S., Seneviratne, O., Buil-Aranda, C., Lobo, J. & Olmedo, F., 14 May 2024, In: Semantic web. 15, 3, p. 745-773 29 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Editorial of the special issue on semantic technologies for data and algorithmic governance
Kirrane, S., Seneviratne, O. & Dumontier, M., 14 May 2024, In: Semantic web. 15, 3, p. 643-645 3 p.Research output: Contribution to journal › Editorial › Academic › peer-review
Open Access
Datasets
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A qualitative-computational cataloguing of the EU-level public research and innovation portfolio of clean energy technologies (2014–2020)
Coretchii, Z. (Creator), Hernández Serrano, P. (Creator), Adekunle, S. (Creator) & Dumontier, M. (Creator), DataverseNL, 23 Apr 2022
DOI: 10.34894/q80que, https://dataverse.nl/citation?persistentId=doi:10.34894/Q80QUE
Dataset/Software: Dataset
Prizes
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Case Law Analytics (Comenius Teaching Fellow grant)
van Dijck, G. (Recipient), Schaper, M. (Recipient), Moodley, K. (Recipient) & Dumontier, M. (Recipient), 2019
Prize: Prize (including medals and awards) › Academic
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Web of Law
van Dijck, G. (Recipient), Noteborn, G. (Recipient), Schaper, M. (Recipient), Savrij Droste, K. (Recipient), Hernández Serrano, P. (Recipient), Moodley, K. (Recipient) & Dumontier, M. (Recipient), Sept 2020
Prize: Prize (including medals and awards) › Academic
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Webinar on Ethics in AI
Tintarev, N. (Chair) & Dumontier, M. (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
Dumontier, M. (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
14/11/18
1 Media contribution
Press/Media: Research › Popular