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
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. 285-292Research output: Contribution to journal › Article › Academic › peer-review
Ten simple rules for making training materials FAIR
Garcia, L., Batut, B., Burke, M. L., Kuzak, M., Psomopoulos, F., Arcila, R., Attwood, T. K., Beard, N., Carvalho-Silva, D., Dimopoulos, A. C., del Angel, V. D., Dumontier, M., Gurwitz, K. T., Krause, R., McQuilton, P., Le Pera, L., Morgan, S. L., Rauste, P., Via, A., Kahlem, P. & 3 others, , May 2020, In : PLoS Computational Biology. 16, 5, 9 p., 1007854.Research output: Contribution to journal › Editorial › Academic › peer-review
Open Access
The case for a linked data research engine for legal scholars
Moodley, K., Hernández Serrano, P., Zaveri, A., Schaper, M., Dumontier, M. & van Dijck, G., Mar 2020, In : European Journal of Risk Regulation. 11, 1, p. 70-93 24 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
3In-silico Prediction of Synergistic Anti-Cancer Drug Combinations Using Multi-omics Data
Celebi, R., Walk, O. B. D., Movva, R., Alpsoy, S. & Dumontier, M., 20 Jun 2019, In : Scientific Reports. 9, 10 p., 8949.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
A Novel Ensemble-Based Machine Learning Algorithm to Predict the Conversion From Mild Cognitive Impairment to Alzheimer's Disease Using Socio-Demographic Characteristics, Clinical Information, and Neuropsychological Measures
Alzheimer's Disease Neuroimaging Initiative, 16 Jul 2019, In : Frontiers in Neurology. 10, 15 p., 756.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
Press / Media
Digitalisering moet de geesteswetenschappen versterken, niet vervormen
Sally Wyatt & Michel Dumontier
14/11/18
1 Media contribution
Press/Media: Research › Popular