Michel Dumontier

Distinguished Professor

Professor, Faculty of Science and Engineering, Institute of Data Science
Studio Europa Maastricht | Faculty of Science and Engineering
Professor, Institute of Data Science

Research activity per year

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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

Blockchain for Privacy Preserving and Trustworthy Distributed Machine Learning in Multicentric Medical Imaging (C-DistriM)
Zerka, F., Urovi, V., Vaidyanathan, A., Barakat, S., Leijenaar, R. T. H., Walsh, S., Gabrani-Juma, H., Miraglio, B., Woodruff, H. C., Dumontier, M. & Lambin, P., 2020, In: IEEE Access. 8, p. 183939-183951 13 p.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
Considerations for the Conduction and Interpretation of FAIRness Evaluations
de Miranda Azevedo, R. & Dumontier, M., 1 Jan 2020, In: Data Intelligence. 2, 1-2, p. 285-292
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
FAIR Principles: Interpretations and Implementation Considerations
Jacobsen, A., De Miranda Azevedo, R., Juty, N., Batista, D., Coles, S., Cornet, R., Courtot, M., Crosas, M., Dumontier, M., Evelo, C. T., Goble, C., Guizzardi, G., Hansen, K. K., Hasnain, A., Hettne, K., Heringa, J., Hooft, R. W. W., Imming, M., Jeffery, K. G., Kaliyaperumal, R. & 24 others, Kersloot, M. G., Kirkpatrick, C. R., Kuhn, T., Labastida, I., Magagna, B., Mcquilton, P., Meyers, N., Montesanti, A., Van Reisen, M., Rocca-serra, P., Pergl, R., Sansone, S., Da Silva Santos, L. O. B., Schneider, J., Strawn, G., Thompson, M., Waagmeester, A., Weigel, T., Wilkinson, M. D., Willighagen, E. L., Wittenburg, P., Roos, M., Mons, B. & Schultes, E., 31 Jan 2020, In: Data Intelligence. p. 10-29
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
Finding the Evidence Base Using Citation Networks: Do 300 to 400 US Physicians Die by Suicide Annually?
Leung, T. I., Pendharkar, S., Chen, C-Y. A. & Dumontier, M., 27 May 2020, (E-pub ahead of print) In: Journal of General Internal Medicine. 3 p.
Research output: Contribution to journal › Editorial › Academic › peer-review

Open Access
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Sleeping Beauties in Case Law
Hernández Serrano, P., Moodley, K., van Dijck, G. & Dumontier, M., Dec 2020.
Research output: Contribution to conference › Paper › Academic

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
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), Sep 2020
Prize: Prize (including medals and awards) › Academic

Digitalisering moet de geesteswetenschappen versterken, niet vervormen
Sally Wyatt & Michel Dumontier
14/11/18
1 Media contribution
Press/Media: Research › Popular