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Michel Dumontier (M.J.)

Key publications
Wilkinson, M. D., Dumontier, M., Aalbersberg, IJ. J., Appleton, G., Axton, M., Baak, A., Blomberg, N., Boiten, J.-W., Santos, L. B. D. S., Bourne, P. E., Bouwman, J., Brookes, A. J., Clark, T., Crosas, M., Dillo, I., Dumon, O., Edmunds, S., Evelo, C. T., Finkers, R., ... Mons, B. (2016). Comment: The FAIR Guiding Principles for scientific data management and stewardship. Scientific data, 3, Article 160018. https://doi.org/10.1038/sdata.2016.18
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Dumontier, M., Callahan, A., Cruz-Toledo, J., Ansell, P., Emonet, V., Belleau, F., & Droit, A. (2014). Bio2RDF release 3: A larger connected network of linked data for the life sciences. CEUR Workshop Proceedings, 1272, 401-404. Article 121. http://ceur-ws.org/Vol-1272/paper_121.pdf
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Wilkinson, M. D., Dumontier, M., Sansone, S.-A., Santos, L. O. B. D. S., Prieto, M., Batista, D., McQuilton, P., Kuhn, T., Rocca-Serra, P., Crosas, M., & Schultes, E. (2019). Evaluating FAIR maturity through a scalable, automated, community-governed framework. Scientific data, 6(1), Article 174. https://doi.org/10.1038/s41597-019-0184-5
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Sun, C., Ippel, L., van Soest, J., Wouters, B., Malic, A., Adekunle, O., van den Berg, B., Mussmann, O., Koster, A., van der Kallen, C., van Oppen, C., Townend, D., Dekker, A., & Dumontier, M. (2019). A Privacy-Preserving Infrastructure for Analyzing Personal Health Data in a Vertically Partitioned Scenario. Studies in Health Technology and Informatics, 264, 373-377. https://doi.org/10.3233/SHTI190246
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Odgers, D. J., Tellis, N., Hall, H., & Dumontier, M. (2016). Using LASSO Regression to Predict Rheumatoid Arthritis Treatment Efficacy. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science, 2016, 176-83.
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Kralj, J., Vavpetič, A., Dumontier, M., & Lavrač, N. (2016). Network ranking assisted semantic data mining. In Bioinformatics and Biomedical Engineering: 4th International Conference, IWBBIO 2016, Granada, Spain, April 20-22, 2016, Proceedings (pp. 752-764). Springer. https://doi.org/10.1007/978-3-319-31744-1_65
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Callahan, A., Dumontier, M., & Shah, N. H. (2011). HyQue: evaluating hypotheses using Semantic Web technologies. Journal of biomedical semantics, 2 Suppl 2(2), S3. https://doi.org/10.1186/2041-1480-2-S2-S3
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Moodley, K., Hernández Serrano, P., Zaveri, A., Schaper, M., Dumontier, M., & van Dijck, G. (2020). The Case for a Linked Data Research Engine for Legal Scholars. European Journal of Risk Regulation, 11(1), 70-93. https://doi.org/10.1017/err.2019.51
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Celebi, R., Yasar, E., Uyar, H., Gumus, O., Dikenelli, O., & Dumontier, M. (2018). Evaluation of Knowledge Graph Embedding Approaches for Drug-Drug Interaction Prediction using Linked Open Data.
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Emonet, V., Zaveri, A., Malic, A., Grigoriu, A., & Dumontier, M. (2018). Data2Services: enabling automated conversion of data to services. In SWAT4LS
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Other publications
  • Wilkinson MD, Dumontier M, et al. The FAIR Guiding Principles for scientific data management and stewardship. Sci Data. 2016 Mar 15;3:160018. doi: 10.1038/sdata.2016.18.
  • Wilkinson MD, et al., Dumontier M. Interoperability and FAIRness through a novel combination of Web technologies. PeerJ Preprints 2017 5:e2522v2 doi:10.7287/peerj.preprints.2522v2
  • Dumontier M et al. The health care and life sciences community profile for dataset descriptions. PeerJ 2016 4:e2331 doi:10.7717/peerj.2331
  • Zaveri A, et al., Dumontier M. The smartAPI: Towards a more intelligent network of Web APIs. To appear in 2017 Proceedings of the Extended Semantic Web Conference
  • Dumontier M et al. The Semanticscience Integrated Ontology (SIO) for biomedical research and knowledge discovery. J Biomed Semantics. 2014 Mar 6;5(1):14. doi: 10.1186/2041-1480-5-14.
  • Using LASSO Regression to Predict Rheumatoid Arthritis Treatment Efficacy. Odgers DJ, Telis N, Hall N, Dumontier M. AMIA Jt Summits Transl Sci Proc. 2016 Jul 20;2016:176-83. PMID: 27570666
  • Ontology-Based Querying with Bio2RDF's Linked Open Data. A Callahan, J Cruz-Toledo, M Dumontier. Journal of Biomedical Semantics. 2013. 4(Suppl 1):S1. doi: 10.1186/2041-1480-4-S1-S1