Projects per year
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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 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):
Education/Academic qualification
Artificial intelligence, expert systems, Doctor, University of Milano-Bicocca
Award Date: 12 Feb 2015
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Projects
- 1 Active
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FENIX: European FEderated Network of Information eXchange in Logistics
Grefen, P. W. P. J., Dijkman, R. M., Dijkman, R. M., Farahani, A., Genga, L. & Nobile, M.
1/04/19 → 31/03/23
Project: Research direct
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Modeling Calcium Signaling in S. cerevisiae Highlights the Role and Regulation of the Calmodulin-Calcineurin Pathway in Response to Hypotonic Shock
Spolaor, S., Rovetta, M., Nobile, M. S., Cazzaniga, P., Tisi, R. & Besozzi, D., May 2022, In: Frontiers in Molecular Biosciences. 9, 19 p., 856030.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Salp Swarm Optimization: A critical review
Castelli, M., Manzoni, L., Mariot, L., Nobile, M. S. & Tangherloni, A., 1 Mar 2022, In: Expert Systems with Applications. 189, 12 p., 116029.Research output: Contribution to journal › Article › Academic › peer-review
2 Citations (Scopus) -
SMGen: A Generator of Synthetic Models of Biochemical Reaction Networks
Riva, S. G., Cazzaniga, P., Nobile, M. S., Spolaor, S., Rundo, L., Besozzi, D. & Tangherloni, A., Jan 2022, In: Symmetry. 14, 1, 22 p., 119.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Accelerated global sensitivity analysis of genome-wide constraint-based metabolic models
Nobile, M. S., Coelho, V., Pescini, D. & Damiani, C., 26 Apr 2021, In: BMC Bioinformatics. 22, Suppl 2, 17 p., 78.Research output: Contribution to journal › Article › Academic › peer-review
Open Access1 Citation (Scopus) -
A comparison of multi-objective optimization algorithms to identify drug target combinations
Spolaor, S., Papetti, D. M., Cazzaniga, P., Besozzi, D. & Nobile, M. S., 18 Oct 2021, 2021 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). Hallinan, J., Chetty, M., Heredia, G. R., Shatte, A. & Lim, S. (eds.). Institute of Electrical and Electronics Engineers, 8 p. 9562773Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Prizes
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Best Paper Award (nominated) at IEEE World Congress on Computational Intelligence (WCCI 2020), IEEE-CEC track
Nobile, Marco (Recipient), 2020
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Best paper award at IEEE CIBCB 2019
Nobile, Marco (Recipient), 11 Jul 2019
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Activities
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If you can’t beat it, squash it! Simplify global optimization by evolving dilation functions
Marco Nobile (Speaker)
28 Jun 2021Activity: Talk or presentation types › Invited talk › Scientific
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Which random is the best random? A study on sampling methods in Fourier surrogate modeling
Marco Nobile (Speaker)
22 Jul 2020Activity: Talk or presentation types › Contributed talk › Scientific
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Summer School on Fuzzy Logic and Applications
Marco Nobile (Organiser)
2020 → …Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
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Entropy (Journal)
Marco Nobile (Editor)
2020 → …Activity: Publication peer-review and editorial work types › Editorial activity › Scientific
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IEEE CIS Task Force on advanced representation in biological and medical search and optimization (External organisation)
Marco Nobile (Chair)
Dec 2019 → …Activity: Membership types › Membership of network › Scientific