Marco Salvatore NOBILE

Position
Associate Professor
Roles
Delegate for Digital Innovation for Research
Telephone
041 234 8417
E-mail
marco.nobile@unive.it
Scientific sector (SSD)
Informatica [INFO-01/A]
Website
www.unive.it/people/marco.nobile (personal record)
Office
Department of Environmental Sciences, Informatics and Statistics
Website: https://www.unive.it/dep.dais
Where: Campus scientifico via Torino
Room: office 514 (Alfa building, 5th floor)
Research Institute
Research Institute for Complexity

Publications

Year Type Publication
Year Type Publication
2024 Journal Article Onari, Mohsen Abbaspour; Rezaee, Mustafa Jahangoshai; Saberi, Morteza; Nobile, Marco S. An explainable data-driven decision support framework for strategic customer development in KNOWLEDGE-BASED SYSTEMS, vol. 295 (ISSN 0950-7051)
DOI - ARCA card: 10278/5057342
2024 Journal Article L'Imperio, Vincenzo; Coelho, Vasco; Cazzaniga, Giorgio; Papetti, Daniele M.; Del Carro, Fabio; Capitoli, Giulia; Marino, Mario; Ceku, Joranda; Fusco, Nicola; Ivanova, Mariia; Gianatti, Andrea; Nobile, Marco S.; Galimberti, Stefania; Besozzi, Daniela; Pagni, Fabio Machine learning streamlines the morphometric characterization and multi-class segmentation of nuclei in different follicular thyroid lesions: everything in a NUTSHELL in MODERN PATHOLOGY, vol. 37, pp. 100608 (ISSN 0893-3952)
DOI - ARCA card: 10278/5071882
2024 Journal Article Dyczkowski, Krzysztof; Grochowalski, Piotr; Kosior, Dawid; Gil, Dorota; Kozioł, Wojciech; Pękala, Barbara; Kaymak, Uzay; Fuchs, Caro; Nobile, Marco S. Python library for interval-valued fuzzy inference in SOFTWAREX, vol. 26 (ISSN 2352-7110)
DOI - ARCA card: 10278/5055801
2024 Journal Article Perinot, Elisa; Rewald, Ortal Mizrahy; Fritz, Johannes; Nobile, Marco Salvatore; Vyssotski, Alexei; Ruf, Thomas; Fusani, Leonida; Voelkl, Bernhard Small energy benefits of in-wake flying in long-duration migratory flights in PROCEEDINGS - ROYAL SOCIETY. BIOLOGICAL SCIENCES, vol. 291 (ISSN 0962-8452)
DOI - ARCA card: 10278/5071881
2024 Book Article Paolo Cazzaniga, Simone Spolaor, Caro Fuchs, Marco S. Nobile, and Daniela Besozzi Fuzzy Logic for knowledge-driven and data-driven modeling in biomedical sciences in Bruno Carpentieri; Paola Lecca, Big Data Analysis and Artificial Intelligence for Medical Sciences, John Wiley and sons, pp. 17-37 (ISBN 978-1-119-84653-6)
- ARCA card: 10278/5057983
2024 Article in Conference Proceedings Tangherloni, Andrea; Cazzaniga, Paolo; Stranieri, Nicolò; Buffa, Francesca M.; Nobile, Marco S. A Fast Feature Selection for Interpretable Modeling Based on Fuzzy Inference Systems , 2024 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), IEEE, vol. 3, pp. 1-8, Convegno: IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology 2024
DOI - ARCA card: 10278/5081861
2024 Article in Conference Proceedings Pékala, Barbara; Grochowalskii, Piotr; Kosior, Dawid; Gil, Dorota; Koziol, Wojciech; Dyczkowski, Krzysztof; Kaymak, Uzay; Fuchs, Caro; Nobile, Marco S. Applications of IFIS python library in interval-valued fuzzy inference problems , 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, vol. 7, pp. 1-9, Convegno: 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
DOI - ARCA card: 10278/5070622
2024 Article in Conference Proceedings Multari, Silvia; Özçelik, Rıza; Mazzolari, Angelica; Nobile, Marco Salvatore; Grisoni, Francesca Predicting Metabolic Reactions with a Molecular Transformer for Drug Design Optimization , 2024 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), IEEE, pp. 1-8, Convegno: IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology 2024
DOI - ARCA card: 10278/5081862
2023 Journal Article Papetti, Daniele M; Van Abeelen, Kirsten; Davies, Rhodri; Menè, Roberto; Heilbron, Francesca; Perelli, Francesco P; Artico, Jessica; Seraphim, Andreas; Moon, James C; Parati, Gianfranco; Xue, Hui; Kellman, Peter; Badano, Luigi P; Besozzi, Daniela; Nobile, Marco S; Torlasco, Camilla An accurate and time-efficient deep learning-based system for automated segmentation and reporting of cardiac magnetic resonance-detected ischemic scar in COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, vol. 229, pp. 107321 (ISSN 0169-2607)
DOI - ARCA card: 10278/5020669
2023 Journal Article Papetti, Daniele M; Spolaor, Simone; Nazari, Iman; Tirelli, Andrea; Leonardi, Tommaso; Caprioli, Chiara; Besozzi, Daniela; Vlachou, Thalia; Pelicci, Pier Giuseppe; Cazzaniga, Paolo; Nobile, Marco S Barcode demultiplexing of nanopore sequencing raw signals by unsupervised machine learning in FRONTIERS IN BIOINFORMATICS, vol. 3, pp. 1067113 (ISSN 2673-7647)
DOI - ARCA card: 10278/5020666
2023 Journal Article Perinot, Elisa; Fritz, Johannes; Fusani, Leonida; Voelkl, Bernhard; Nobile, Marco S Characterization of bird formations using fuzzy modelling in JOURNAL OF THE ROYAL SOCIETY INTERFACE, vol. 20, pp. 20220798 (ISSN 1742-5689)
DOI - ARCA card: 10278/5020668
2023 Journal Article Botta, Cirino; Perez, Cristina; Larrayoz, Marta; Puig, Noemi; Cedena, Maria-Teresa; Termini, Rosalinda; Goicoechea, Ibai; Rodriguez, Sara; Zabaleta, Aintzane; Lopez, Aitziber; Sarvide, Sarai; Blanco, Laura; Papetti, Daniele M; Nobile, Marco S; Besozzi, Daniela; Gentile, Massimo; Correale, Pierpaolo; Siragusa, Sergio; Oriol, Albert; González-Garcia, Maria Esther; Sureda, Anna; de Arriba, Felipe; Rios Tamayo, Rafael; Moraleda, Jose-Maria; Gironella, Mercedes; Hernandez, Miguel T; Bargay, Joan; Palomera, Luis; Pérez-Montaña, Albert; Goldschmidt, Hartmut; Avet-Loiseau, Hervé; Roccaro, Aldo; Orfao, Alberto; Martinez-Lopez, Joaquin; Rosiñol, Laura; Lahuerta, Juan-José; Blade, Joan; Mateos, Maria-Victoria; San-Miguel, Jesús F; Martinez Climent, Jose-Angel; Paiva, Bruno Large T cell clones expressing immune checkpoints increase during multiple myeloma evolution and predict treatment resistance in NATURE COMMUNICATIONS, vol. 14, pp. 5825 (ISSN 2041-1723)
DOI - ARCA card: 10278/5042100
2023 Journal Article Nobile, MS; Manzoni, L; Ashlock, DA; Qu, R Models of Representation in Computational Intelligence in IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, vol. 18, pp. 20-21 (ISSN 1556-603X)
DOI - ARCA card: 10278/5020664
2023 Journal Article Lupi, Amalia; Spolaor, Simone; Favero, Alessandro; Bello, Luca; Stramare, Roberto; Pegoraro, Elena; Nobile, Marco Salvatore Muscle magnetic resonance characterization of STIM1 tubular aggregate myopathy using unsupervised learning in PLOS ONE, vol. 18, pp. e0285422 (ISSN 1932-6203)
DOI - ARCA card: 10278/5020665
2023 Journal Article Chicco, Davide; Spolaor, Simone; Nobile, Marco S. Ten quick tips for fuzzy logic modeling of biomedical systems in PLOS COMPUTATIONAL BIOLOGY, vol. 19, pp. e1011700 (ISSN 1553-7358)
DOI - ARCA card: 10278/5047960
2023 Journal Article Nobile, MS; Capitoli, G; Sowirono, V; Clerici, F; Piga, I; van Abeelen, K; Magni, F; Pagni, F; Galimberti, S; Cazzaniga, P; Besozzi, D Unsupervised neural networks as a support tool for pathology diagnosis in MALDI-MSI experiments: A case study on thyroid biopsies in EXPERT SYSTEMS WITH APPLICATIONS, vol. 215, pp. 119296 (ISSN 0957-4174)
DOI - ARCA card: 10278/5020801
2023 Journal Article Torlasco, C; Papetti, D M; Castelletti, S; Sabatini, M; Muscogiuri, G; Badano, L P; Parati, G; Kellman, P; Besozzi, D; Nobile, M S Use of artificial intelligence to automatically predict the optimal patient-specific inversion time for late gadolinium enhancement imaging. Tool development and clinical validation in EUROPEAN HEART JOURNAL. CARDIOVASCULAR IMAGING, vol. 24 (ISSN 2047-2404)
DOI - ARCA card: 10278/5034722
2023 Article in Conference Proceedings Rizzo, Matteo; Veneri, Alberto; Albarelli, Andrea; Lucchese, Claudio; Nobile, Marco; Conati, Cristina A Theoretical Framework for AI Models Explainability with Application in Biomedicine , 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Piscataway, IEEE, pp. 1-9, Convegno: 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 29/08/2023 - 31/08/2023 (ISBN 979-8-3503-1017-7)
DOI - ARCA card: 10278/5042180
2023 Article in Conference Proceedings La Vacca, Giuseppe; Della torre, Stefano; Cavallotto, Giovanni; Besozzi, Daniela; Gervasi, Massimo; Nobile, Marco; Rancoita, Pier Giorgio Advantages of GPU-accelerated approach for solving the Parker equation in the heliosphere , Proceedings of the 38th International Cosmic Ray Conference (ICRC2023), Proceedings of Science, vol. 444, Convegno: 38th International Cosmic Ray Conference (ICRC2023) - Solar & Heliospheric Physics (SH), 9 Agosto 2023
DOI - URL correlato - ARCA card: 10278/5055800
2023 Article in Conference Proceedings Papetti, Daniele M.; Fuchs, Caro; Coelho, Vasco; Kaymak, Uzay; Nobile, Marco S. Estimation of Fuzzy Models from Mixed Data Sets with pyFUME , 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Piscataway, IEEE, pp. 1-8, Convegno: 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 29/08/2023 - 31/08/2023 (ISBN 979-8-3503-1017-7)
DOI - ARCA card: 10278/5042120
2023 Article in Conference Proceedings Gallese, Chiara; Scantamburlo, Teresa; Manzoni, Luca; Nobile, Marco S. Investigating Semi-Automatic Assessment of Data Sets Fairness by Means of Fuzzy Logic , 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Piscataway, IEEE, pp. 1-10, Convegno: 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 29/08/2023 - 31/08/2023 (ISBN 979-8-3503-1017-7)
DOI - ARCA card: 10278/5042160
2023 Article in Conference Proceedings Coelho, Vasco; Papetti, Daniele M.; Tangherloni, Andrea; Cazzaniga, Paolo; Besozzi, Daniela; Nobile, Marco S. The Domination Game: Dilating Bubbles to Fill Up Pareto Fronts , 2023 IEEE Congress on Evolutionary Computation (CEC), Piscataway, IEEE, pp. 01-08, Convegno: 2023 IEEE Congress on Evolutionary Computation (CEC), 1-5 luglio 2023 (ISBN 979-8-3503-1458-8)
DOI - ARCA card: 10278/5042200
2023 Article in Conference Proceedings Bianchi, Andrea; Di Marco, Antinisca; Marzi, Francesca; Stilo, Giovanni; Pellegrini, Cristina; Masi, Stefano; Mengozzi, Alessandro; Virdis, Agostino; Nobile, Marco Salvatore; Simeoni, Marta Trustworthy Machine Learning Predictions to Support Clinical Research and Decisions , 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), IEEE, pp. 231-234, Convegno: International Symposium on Computer-Based Medical Systems (CBMS) (ISBN 979-8-3503-1224-9)
DOI - ARCA card: 10278/5034280
2022 Journal Article 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 - ARCA card: 10278/3762195
2022 Journal Article 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 - ARCA card: 10278/3755266
2022 Journal Article 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 - ARCA card: 10278/3748981
2022 Journal Article 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)
- ARCA card: 10278/3762194
2022 Abstract in Rivista Foglia, E; Ferrario, LB; Bellavia, D; Schettini, F; Falletti, E; Gallese, C; Nobile, MS; Riva, SG MSR32 COVID-19 Beds’ Occupancy and Hospital Complaints: A Predictive Model in VALUE IN HEALTH, vol. 25, pp. S356 (ISSN 1098-3015)
DOI - ARCA card: 10278/5034726
2022 Article in Conference Proceedings 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 - ARCA card: 10278/5007341
2022 Article in Conference Proceedings 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 - ARCA card: 10278/5003621
2022 Article in Conference Proceedings 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 - ARCA card: 10278/5004821
2022 Article in Conference Proceedings 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 - ARCA card: 10278/5003620
2022 Brevetto Daniela Besozzi, Daniele M. Papetti, Camilla Torlasco, Marco S. Nobile Metodo per determinare un tempo di inversione ottimale per una sequenza “Inversion Recovery” di risonanza magnetica utilizzabile per l’acquisizione di immagini tardive dopo somministrazione di un mezzo di contrasto paramagnetico BREVETTO NUM. IT102022000017907
- ARCA card: 10278/5034727
2021 Journal Article 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 - ARCA card: 10278/3755270
2021 Journal Article 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 - ARCA card: 10278/3755268
2021 Journal Article 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 - ARCA card: 10278/3748983
2021 Journal Article 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 - ARCA card: 10278/3748984
2021 Journal Article 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 - ARCA card: 10278/3755267
2021 Journal Article 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 - ARCA card: 10278/3749026
2021 Journal Article 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 - ARCA card: 10278/3755269
2021 Journal Article 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 - ARCA card: 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 - ARCA card: 10278/5004861
2021 Article in Conference Proceedings 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 - ARCA card: 10278/5004792
2021 Article in Conference Proceedings 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 - ARCA card: 10278/5004822
2021 Article in Conference Proceedings 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 - ARCA card: 10278/5004823
2020 Journal Article 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 - ARCA card: 10278/3749051
2020 Journal Article 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 - ARCA card: 10278/5004820
2020 Journal Article 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 - ARCA card: 10278/3749050
2020 Journal Article 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 - ARCA card: 10278/3749048
2020 Journal Article 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 - ARCA card: 10278/5004791
2020 Journal Article 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 - ARCA card: 10278/3749046
2020 Journal Article 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 - ARCA card: 10278/3749049
2020 Article in Conference Proceedings 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 - ARCA card: 10278/3749047
2020 Article in Conference Proceedings 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 - ARCA card: 10278/5004862
2020 Article in Conference Proceedings 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 - ARCA card: 10278/5004863
2020 Article in Conference Proceedings Fuchs C.; Spolaor S.; Nobile M.S.; Kaymak U. PyFUME: A python package for fuzzy model estimation , 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, vol. 2020-July, pp. 1-8, Convegno: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (ISBN 978-1-7281-6932-3)
DOI - ARCA card: 10278/5070621
2020 Article in Conference Proceedings 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 - ARCA card: 10278/5004864
2019 Journal Article 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 - ARCA card: 10278/3749054
2019 Journal Article 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 - ARCA card: 10278/3749052
2019 Journal Article 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 - ARCA card: 10278/5004782
2019 Journal Article 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 - ARCA card: 10278/5004784
2019 Journal Article 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 - ARCA card: 10278/5004786
2019 Journal Article 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 - ARCA card: 10278/5004789
2019 Journal Article 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 - ARCA card: 10278/3749053
2019 Journal Article 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 - ARCA card: 10278/5004790
2019 Article in Conference Proceedings 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 - ARCA card: 10278/5004860

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