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Personal profile
Research profile
Caro Fuchs graduated in 2017 at the Eindhoven University of Technology on the topic of datamining techniques applied to healthcare cases. Currently, she pursues a Ph.D. at the School of Industrial Engineering and Innovation Sciences in the Information Systems group. Her research interests include linguistically conditioned modelling, intelligent decision support systems, data analysis, machine learning and computational modelling methods. She mainly applies her research in the healthcare domain.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Building Interpretable and Parsimonious Fuzzy Models using a Multi-Objective Approach
Fuchs, C., Kaymak, U. & Nobile, M. S., 14 Sep 2022, 2022 IEEE International Conference on Fuzzy Systems, FUZZ 2022 - Proceedings. Institute of Electrical and Electronics Engineers, 8 p. 9882755. (IEEE International Conference on Fuzzy Systems; vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus) -
Comparing Interpretable AI Approaches for the Clinical Environment: an Application to COVID-19
Abbaspour Onari, M., Nobile, M. S., Grau, I., Fuchs, C., Zhang, Y., Boer, A-K. & Scharnhorst, V., 26 Aug 2022, 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2022. Institute of Electrical and Electronics Engineers, p. 1-8 8 p. 9863020Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Predicting and Characterizing Legal Claims of Hospitals with Computational Intelligence: the Legal and Ethical Implications
Gallese, C., Fuchs, C., Riva, S. G., Foglia, E., Schettini, F., Ferrario, L., Falletti, E. & Nobile, M. S., 26 Aug 2022, 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2022. Institute of Electrical and Electronics Engineers, 9 p. 9863033Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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The Impact of Variable Selection and Transformation on the Interpretability and Accuracy of Fuzzy Models
Fuchs, C., Spolaor, S., Kaymak, U. & Nobile, M. S., 26 Aug 2022, 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). Institute of Electrical and Electronics Engineers, 8 p. 9863019Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Tremor assessment using smartphone sensor data and fuzzy reasoning
Fuchs, C. E. M., Nobile, M. S., Zamora, G., Degeneffe, A., Kubben, P. & Kaymak, U., 26 Apr 2021, In: BMC Bioinformatics. 22, Suppl 2, 17 p., 57.Research output: Contribution to journal › Article › Academic › peer-review
Open Access2 Citations (Scopus)
Press / Media
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Malpractice medica durante la pandemia: una ricerca
Chiara Gallese-Nobile, Marco Nobile, Caro E.M. Fuchs, Elena Falletti, Lucrezia Ferrario, Fabrizio Schettini, Emanuela Foglia & Simone G. Riva
29/08/22
1 item of Media coverage
Press/Media: Public Engagement Activities
Thesis
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Predicting outcomes of bariatric surgery using datamining techniques
Author: Fuchs, C. E. M., 31 Mar 2017Supervisor: Wilbik, A. (Supervisor 1), Kaymak, U. (Supervisor 2), Kusters, R. J. (Supervisor 2), Boer, A. (Supervisor 2) & van Loon, S. L. M. (Supervisor 2)
Student thesis: Master
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