Projecten per jaar
Persoonlijk profiel
Research profile
Marco S. Nobile is Assistant Professor at the Eindhoven University of Technology, in the Department of Industrial Engineering & Innovation Sciences (IE&IS), subgroup Information Systems. His main research activity focuses on the use of Computational Intelligence (e.g., evolutionary computation, swarm intelligence, fuzzy inference, machine learning) to solve complex problems in biomedical disciplines. In particular, he works on the development of data-driven "intelligent" decision support systems, able to provide interpretable descriptions for the rationale of decisions.
Academic background
Marco received the BSc, MSc and Ph.D. in Computer Science in 2015 from the University of Milano-Bicocca, Italy. He is part of the ISBE.IT/SYSBIO research center for systems biology in Milano, Italy. He is also member of the B4 - Bicocca Bioinformatics, Biostatistics and Bioimaging interdepartmental center in Milano, Italy. Marco has been visiting researcher at the North Carolina State University in 2014; he visited the IBA Research Laboratory of Genetic and Evolutionary Computation of the University of Tokyo (Japan) in 2014 and 2016; he visited Vanderbilt University (Nashville, TN, USA) in 2016; he has been visiting researcher in the Kanzaki-Takahashi Laboratory at RCAST (Research Center for Advanced Science and Technology, Tokyo, Japan) in 2017 and 2018. Since 2019, Marco works at TU/e as Assistant Professor in Computational Intelligence, focusing on interpretable AI for decision support in the clinical environment.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
Opleiding / Academische kwalificatie
Artificial intelligence, expert systems, Doctor, University of Milano-Bicocca
Datum van toekenning: 12 feb. 2015
Vingerafdruk
- 1 Soortgelijke profielen
Netwerk
Projecten
- 1 Afgelopen
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FENIX: European FEderated Network of Information eXchange in Logistics (FENIX) (GA 2018-EU-TM-0077-S)
Grefen, P. W. P. J., Dijkman, R. M., Dijkman, R. M., Farahani, A., Genga, L. & Nobile, M.
1/04/19 → 31/03/23
Project: Onderzoek direct
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Barcode demultiplexing of nanopore sequencing raw signals by unsupervised machine learning
Papetti, D. M., Spolaor, S., Nazari, I., Tirelli, A., Leonardi, T., Caprioli, C., Besozzi, D., Vlachou, T., Pelicci, P. G., Cazzaniga, P. & Nobile, M. S., 27 apr. 2023, In: Frontiers in Bioinformatics. 3, 11 blz., 1067113.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand1 Downloads (Pure) -
Muscle magnetic resonance characterization of STIM1 tubular aggregate myopathy using unsupervised learning
Lupi, A., Spolaor, S., Favero, A., Bello, L., Stramare, R., Pegoraro, E. & Nobile, M. S., 8 mei 2023, In: PLoS ONE. 18, 5, 11 blz., e0285422.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand1 Downloads (Pure) -
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 blz. 9882755. (IEEE International Conference on Fuzzy Systems; vol. 2022-July).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
1 Citaat (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, blz. 1-8 8 blz. 9863020Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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Local Bubble Dilation Functions: Hypersphere-bounded Landscape Deformations Simplify Global Optimization
Papetti, D. M., Coelho, V., Ashlock, D. A., Cazzaniga, P., Spolaor, S., Besozzi, D. & 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, 8 blz. 9863041Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Prijzen
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Best Paper Award (nominated) at IEEE World Congress on Computational Intelligence (WCCI 2020), IEEE-CEC track
Nobile, Marco (Ontvanger), 2020
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Best paper award at IEEE CIBCB 2019
Nobile, Marco (Ontvanger), 11 jul. 2019
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Best paper award at IEEE CIBCB 2022
Nobile, Marco (Ontvanger), 16 aug. 2022
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Activiteiten
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If you can’t beat it, squash it! Simplify global optimization by evolving dilation functions
Marco Nobile (Spreker)
28 jun. 2021Activiteit: Types gesprekken of presentaties › Genodigd spreker › Wetenschappelijk
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Which random is the best random? A study on sampling methods in Fourier surrogate modeling
Marco Nobile (Spreker)
22 jul. 2020Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
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Entropy (Tijdschrift)
Marco Nobile (Redacteur)
2020 → …Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Redactioneel werk › Wetenschappelijk
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Summer School on Fuzzy Logic and Applications
Marco Nobile (Organisator)
2020 → …Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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IEEE CIS Task Force on advanced representation in biological and medical search and optimization (Externe organisatie)
Marco Nobile (Voorzitter)
dec. 2019 → …Activiteit: Types lidmaatschap › Lidmaatschap van netwerk › Wetenschappelijk
Knipsels
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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 van Media-aandacht
Pers / media: PR activiteiten