NOBILE Marco Salvatore

Qualifica
Professore Associato
Telefono
041 234 8417
E-mail
marco.nobile@unive.it
SSD
INFORMATICA [INF/01]
Sito web
www.unive.it/persone/marco.nobile (scheda personale)
Struttura
Dipartimento di Scienze Ambientali, Informatica e Statistica
Sito web struttura: https://www.unive.it/dais
Sede: Campus scientifico via Torino
Stanza: studio 514 (edificio Alfa, 5° piano)
Research Institute
Research Institute for Complexity

Pubblicazioni

Anno Tipologia Pubblicazione
Anno Tipologia Pubblicazione
2022 Articolo su rivista Spolaor, Simone; Rovetta, Mattia; Nobile, Marco S; Cazzaniga, Paolo; Tisi, Renata; Besozzi, Daniela Modeling Calcium Signaling in S. cerevisiae Highlights the Role and Regulation of the Calmodulin-Calcineurin Pathway in Response to Hypotonic Shock in FRONTIERS IN MOLECULAR BIOSCIENCES, vol. 9, pp. 856030 (ISSN 2296-889X)
DOI - Scheda ARCA: 10278/3762195
2022 Articolo su rivista Riva, Simone G.; Cazzaniga, Paolo; Nobile, Marco S.; Spolaor, Simone; Rundo, Leonardo; Besozzi, Daniela; Tangherloni, Andrea SMGen: A Generator of Synthetic Models of Biochemical Reaction Networks in SYMMETRY, vol. 14, pp. 119 (ISSN 2073-8994)
DOI - Scheda ARCA: 10278/3755266
2022 Articolo su rivista Castelli, Mauro; Manzoni, Luca; Mariot, Luca; Nobile, Marco S.; Tangherloni, Andrea Salp Swarm Optimization: A critical review in EXPERT SYSTEMS WITH APPLICATIONS, vol. 189, pp. 116029 (ISSN 0957-4174)
DOI - Scheda ARCA: 10278/3748981
2022 Articolo su rivista Nobile M.S., Papetti D.M., Spolaor S., Cazzaniga P., Manzoni L. Shaping and Dilating the Fitness Landscape for Parameter Estimation in Stochastic Biochemical Models in APPLIED SCIENCES, vol. 12, pp. 6671 (ISSN 2076-3417)
- Scheda ARCA: 10278/3762194
2022 Articolo in Atti di convegno Onari, MA; Nobile, MS; Grau, I; Fuchs, C; Zhang, YQ; Boer, AK; Scharnhorst, V Comparing Interpretable AI Approaches for the Clinical Environment: an Application to COVID-19 , 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, pp. 241-248, Convegno: 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 15-17 Agosto 2022 (ISBN 978-1-6654-8462-6)
DOI - Scheda ARCA: 10278/5007341
2022 Articolo in Atti di convegno Papetti, Daniele M.; Coelho, Vasco; Ashlock, Daniel A.; Cazzaniga, Paolo; Spolaor, Simone; Besozzi, Daniela; Nobile, Marco S. Local Bubble Dilation Functions: Hypersphere-bounded Landscape Deformations Simplify Global Optimization , 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), IEEE, pp. 1-8, Convegno: 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 15-17 Agosto 2022 (ISBN 978-1-6654-8462-6)
DOI - URL correlato - Scheda ARCA: 10278/5003621
2022 Articolo in Atti di convegno Gallese C.; Fuchs C.; Riva S.G.; Foglia E.; Schettini F.; Ferrario L.; Falletti E.; Nobile M.S. Predicting and Characterizing Legal Claims of Hospitals with Computational Intelligence: the Legal and Ethical Implications , 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), IEEE, pp. 1-9, Convegno: 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) (ISBN 978-1-6654-8462-6)
DOI - Scheda ARCA: 10278/5004821
2022 Articolo in Atti di convegno Fuchs, Caro; Spolaor, Simone; Kaymak, Uzay; Nobile, Marco S. The Impact of Variable Selection and Transformation on the Interpretability and Accuracy of Fuzzy Models , 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), IEEE, pp. 1-8, Convegno: 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 15-17 Agosto 2022 (ISBN 978-1-6654-8462-6)
DOI - URL correlato - Scheda ARCA: 10278/5003620
2021 Articolo su rivista Rundo, Leonardo; Tangherloni, Andrea; Cazzaniga, Paolo; Mistri, Matteo; Galimberti, Simone; Woitek, Ramona; Sala, Evis; Mauri, Giancarlo; Nobile, Marco S. A CUDA-powered method for the feature extraction and unsupervised analysis of medical images in THE JOURNAL OF SUPERCOMPUTING, vol. 77, pp. 8514-8531 (ISSN 0920-8542)
DOI - Scheda ARCA: 10278/3755270
2021 Articolo su rivista Nobile, Marco S.; Coelho, Vasco; Pescini, Dario; Damiani, Chiara Accelerated global sensitivity analysis of genome-wide constraint-based metabolic models in BMC BIOINFORMATICS, vol. 22 (ISSN 1471-2105)
DOI - Scheda ARCA: 10278/3755268
2021 Articolo su rivista Tangherloni, Andrea; Nobile, Marco S.; Cazzaniga, Paolo; Capitoli, Giulia; Spolaor, Simone; Rundo, Leonardo; Mauri, Giancarlo; Besozzi, Daniela FiCoS: A fine-grained and coarse-grained GPU-powered deterministic simulator for biochemical networks in PLOS COMPUTATIONAL BIOLOGY, vol. 17, pp. e1009410 (ISSN 1553-7358)
DOI - Scheda ARCA: 10278/3748983
2021 Articolo su rivista Nobile, Marco S.; Fontana, Federico; Manzoni, Luca; Cazzaniga, Paolo; Mauri, Giancarlo; Saracino, Gloria A. A.; Besozzi, Daniela; Gelain, Fabrizio HyperBeta: characterizing the structural dynamics of proteins and self-assembling peptides in SCIENTIFIC REPORTS, vol. 11 (ISSN 2045-2322)
DOI - Scheda ARCA: 10278/3748984
2021 Articolo su rivista Nobile, Marco S.; Cazzaniga, Paolo; Ramazzotti, Daniele Investigating the performance of multi-objective optimization when learning Bayesian Networks in NEUROCOMPUTING, vol. 461, pp. 281-291 (ISSN 0925-2312)
DOI - Scheda ARCA: 10278/3755267
2021 Articolo su rivista Spolaor, Simone; Scheve, Martijn; Firat, Murat; Cazzaniga, Paolo; Besozzi, Daniela; Nobile, Marco S. Screening for Combination Cancer Therapies With Dynamic Fuzzy Modeling and Multi-Objective Optimization in FRONTIERS IN GENETICS, vol. 12 (ISSN 1664-8021)
DOI - Scheda ARCA: 10278/3749026
2021 Articolo su rivista Tisi, Renata; Spinelli, Michela; Palmioli, Alessandro; Airoldi, Cristina; Cazzaniga, Paolo; Besozzi, Daniela; Nobile, Marco S.; Mazzoleni, Elisa; Arnhold, Simone; De Gioia, Luca; Grandori, Rita; Peri, Francesco; Vanoni, Marco; Sacco, Elena The Multi-Level Mechanism of Action of a Pan-Ras Inhibitor Explains its Antiproliferative Activity on Cetuximab-Resistant Cancer Cells in FRONTIERS IN MOLECULAR BIOSCIENCES, vol. 8 (ISSN 2296-889X)
DOI - Scheda ARCA: 10278/3755269
2021 Articolo su rivista Fuchs, Caro; Nobile, Marco S.; Zamora, Guillaume; Degeneffe, Aurélie; Kubben, Pieter; Kaymak, Uzay Tremor assessment using smartphone sensor data and fuzzy reasoning in BMC BIOINFORMATICS, vol. 22 (ISSN 1471-2105)
DOI - Scheda ARCA: 10278/3755271
2021 Abstract in Rivista Torlasco, C; Papetti, D; Mene, R; Artico, J; Seraphim, A; Badano, LP; Moon, JC; Parati, G; Xue, H; Kellman, P; Nobile, M Dark blood ischemic LGE segmentation using a deep learning approach in EUROPEAN HEART JOURNAL. CARDIOVASCULAR IMAGING, vol. 22 (ISSN 2047-2404)
DOI - Scheda ARCA: 10278/5004861
2021 Articolo in Atti di convegno Spolaor, S; Papetti, DM; Cazzaniga, P; Besozzi, D; Nobile, MS A comparison of multi-objective optimization algorithms to identify drug target combinations , 2021 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, pp. 216-223, Convegno: 2021 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) (ISBN 978-1-6654-0112-8)
DOI - Scheda ARCA: 10278/5004792
2021 Articolo in Atti di convegno Papetti, DM; Ashlock, DA; Cazzaniga, P; Besozzi, D; Nobile, MS If You Can't Beat It, Squash It: Simplify Global Optimization by Evolving Dilation Functions , 2021 IEEE Congress on Evolutionary Computation (CEC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, pp. 1414-1422, Convegno: 2021 IEEE Congress on Evolutionary Computation (CEC) (ISBN 978-1-7281-8393-0)
DOI - Scheda ARCA: 10278/5004822
2021 Articolo in Atti di convegno Tangherloni, A; Riva, SG; Spolaor, S; Besozzi, D; Nobile, MS; Cazzaniga, P The Impact of Representation on the Optimization of Marker Panels for Single-cell RNA Data , 2021 IEEE Congress on Evolutionary Computation (CEC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, pp. 1423-1430, Convegno: 2021 IEEE Congress on Evolutionary Computation (CEC) (ISBN 978-1-7281-8393-0)
DOI - Scheda ARCA: 10278/5004823
2020 Articolo su rivista Rundo L.; Tangherloni A.; Tyson D.R.; Betta R.; Militello C.; Spolaor S.; Nobile M.S.; Besozzi D.; Lubbock A.L.R.; Quaranta V.; Mauri G.; Lopez C.F.; Cazzaniga P. ACDC: Automated Cell Detection and Counting for time-lapse fluorescence microscopy in APPLIED SCIENCES, vol. 10, pp. 6187 (ISSN 2076-3417)
DOI - Scheda ARCA: 10278/3749051
2020 Articolo su rivista Besozzi, D; Manzoni, L; Nobile, MS; Spolaor, S; Castelli, M; Vanneschi, L; Cazzaniga, P; Ruberto, S; Rundo, L; Tangherloni, A Computational Intelligence for Life Sciences in FUNDAMENTA INFORMATICAE, vol. 171, pp. 57-80 (ISSN 0169-2968)
DOI - Scheda ARCA: 10278/5004820
2020 Articolo su rivista Spolaor S.; Nobile M.S.; Mauri G.; Cazzaniga P.; Besozzi D. Coupling Mechanistic Approaches and Fuzzy Logic to Model and Simulate Complex Systems in IEEE TRANSACTIONS ON FUZZY SYSTEMS, vol. 28, pp. 1748-1759 (ISSN 1063-6706)
DOI - Scheda ARCA: 10278/3749050
2020 Articolo su rivista Nobile M.S.; Votta G.; Palorini R.; Spolaor S.; De Vitto H.; Cazzaniga P.; Ricciardiello F.; Mauri G.; Alberghina L.; Chiaradonna F.; Besozzi D. Fuzzy modeling and global optimization to predict novel therapeutic targets in cancer cells in BIOINFORMATICS, vol. 36, pp. 2181-2188 (ISSN 1367-4803)
DOI - Scheda ARCA: 10278/3749048
2020 Articolo su rivista Spolaor, S; Fuchs, C; Cazzaniga, P; Kaymak, U; Besozzi, D; Nobile, MS Simpful: A User-Friendly Python Library for Fuzzy Logic in INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, vol. 13, pp. 1687-1698 (ISSN 1875-6891)
DOI - Scheda ARCA: 10278/5004791
2020 Articolo su rivista Manzoni L.; Papetti D.M.; Cazzaniga P.; Spolaor S.; Mauri G.; Besozzi D.; Nobile M.S. Surfing on fitness landscapes: A boost on optimization by fourier surrogate modeling in ENTROPY, vol. 22, pp. 285 (ISSN 1099-4300)
DOI - Scheda ARCA: 10278/3749046
2020 Articolo su rivista Nobile M.S.; Nisoli E.; Vlachou T.; Spolaor S.; Cazzaniga P.; Mauri G.; Pelicci P.G.; Besozzi D. cuProCell: GPU-Accelerated analysis of cell proliferation with flow cytometry data in IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, vol. 24, pp. 3173-3181 (ISSN 2168-2194)
DOI - Scheda ARCA: 10278/3749049
2020 Articolo in Atti di convegno Fuchs C.; Spolaor S.; Nobile M.S.; Kaymak U. A Graph Theory Approach to Fuzzy Rule Base Simplification , Communications in Computer and Information Science, Springer, vol. 1237, pp. 387-401, Convegno: 18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2020, 2020 (ISBN 978-3-030-50145-7; 978-3-030-50146-4) (ISSN 1865-0929)
DOI - Scheda ARCA: 10278/3749047
2020 Articolo in Atti di convegno Papetti D.M.; Spolaor S.; Besozzi D.; Cazzaniga P.; Antoniotti M.; Nobile M.S. On the automatic calibration of fully analogical spiking neuromorphic chips , 2020 International Joint Conference on Neural Networks (IJCNN), IEEE, pp. 1-8, Convegno: 2020 International Joint Conference on Neural Networks (IJCNN) (ISBN 978-1-7281-6926-2)
DOI - Scheda ARCA: 10278/5004862
2020 Articolo in Atti di convegno Gallese, C; Falletti, E; Nobile, MS; Ferrario, L; Schettini, F; Foglia, E Preventing litigation with a predictive model of COVID-19 ICUs occupancy , 2020 IEEE International Conference on Big Data (Big Data), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, pp. 2111-2116, Convegno: 2020 IEEE International Conference on Big Data (Big Data) (ISBN 978-1-7281-6251-5)
DOI - Scheda ARCA: 10278/5004863
2020 Articolo in Atti di convegno Nobile M.S.; Spolaor S.; Cazzaniga P.; Papetti D.M.; Besozzi D.; Ashlock D.A.; Manzoni L. Which random is the best random? A study on sampling methods in Fourier surrogate modeling , 2020 IEEE Congress on Evolutionary Computation (CEC), IEEE, pp. 1-8, Convegno: 2020 IEEE Congress on Evolutionary Computation (CEC) (ISBN 978-1-7281-6929-3)
DOI - Scheda ARCA: 10278/5004864
2019 Articolo su rivista Rundo L.; Tangherloni A.; Cazzaniga P.; Nobile M.S.; Russo G.; Gilardi M.C.; Vitabile S.; Mauri G.; Besozzi D.; Militello C. A novel framework for MR image segmentation and quantification by using MedGA in COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, vol. 176, pp. 159-172 (ISSN 0169-2607)
DOI - Scheda ARCA: 10278/3749054
2019 Articolo su rivista Tangherloni A.; Spolaor S.; Cazzaniga P.; Besozzi D.; Rundo L.; Mauri G.; Nobile M.S. Biochemical parameter estimation vs. benchmark functions: A comparative study of optimization performance and representation design in APPLIED SOFT COMPUTING, vol. 81, pp. 105494 (ISSN 1568-4946)
DOI - Scheda ARCA: 10278/3749052
2019 Articolo su rivista Daniele Ramazzotti; Marco S. Nobile; Marco Antoniotti; Alex Graudenzi Efficient computational strategies to learn the structure of probabilistic graphical models of cumulative phenomena in JOURNAL OF COMPUTATIONAL SCIENCE, vol. 30, pp. 1-10 (ISSN 1877-7503)
DOI - Scheda ARCA: 10278/5004782
2019 Articolo su rivista Tangherloni, Andrea; Spolaor, Simone; Rundo, Leonardo; Nobile, Marco S; Cazzaniga, Paolo; Mauri, Giancarlo; Liò, Pietro; Merelli, Ivan; Besozzi, Daniela GenHap: a novel computational method based on genetic algorithms for haplotype assembly in BMC BIOINFORMATICS, vol. 20, pp. 172 (ISSN 1471-2105)
DOI - Scheda ARCA: 10278/5004784
2019 Articolo su rivista Leonardo Rundo; Andrea Tangherloni; Marco S. Nobile; Carmelo Militello; Daniela Besozzi; Giancarlo Mauri; Paolo Cazzaniga MedGA: A novel evolutionary method for image enhancement in medical imaging systems in EXPERT SYSTEMS WITH APPLICATIONS, vol. 119, pp. 387-399 (ISSN 0957-4174)
DOI - Scheda ARCA: 10278/5004786
2019 Articolo su rivista Nobile, Marco S; Vlachou, Thalia; Spolaor, Simone; Bossi, Daniela; Cazzaniga, Paolo; Lanfrancone, Luisa; Mauri, Giancarlo; Pelicci, Pier Giuseppe; Besozzi, Daniela Modeling cell proliferation in human acute myeloid leukemia xenografts in BIOINFORMATICS, vol. 35, pp. 3378-3386 (ISSN 1367-4803)
DOI - Scheda ARCA: 10278/5004789
2019 Articolo su rivista Rundo L.; Han C.; Nagano Y.; Zhang J.; Hataya R.; Militello C.; Tangherloni A.; Nobile M.S.; Ferretti C.; Besozzi D.; Gilardi M.C.; Vitabile S.; Mauri G.; Nakayama H.; Cazzaniga P. USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets in NEUROCOMPUTING, vol. 365, pp. 31-43 (ISSN 0925-2312)
DOI - Scheda ARCA: 10278/3749053
2019 Articolo su rivista Nobile, MS; Cazzaniga, P; Besozzi, D; Mauri, G ginSODA: massive parallel integration of stiff ODE systems on GPUs in THE JOURNAL OF SUPERCOMPUTING, vol. 75, pp. 7844-7856 (ISSN 0920-8542)
DOI - Scheda ARCA: 10278/5004790
2019 Articolo in Atti di convegno Nobile, MS; Cazzaniga, P; Ashlock, DA Dilation Functions in Global Optimization , 2019 IEEE Congress on Evolutionary Computation (CEC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, pp. 2300-2307, Convegno: 2019 IEEE Congress on Evolutionary Computation (CEC) (ISBN 978-1-7281-2153-6)
DOI - Scheda ARCA: 10278/5004860