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Francesca cipollini
Francesca cipollini
aizoOn Technology Consulting
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Title
Cited by
Cited by
Year
Data-driven ship digital twin for estimating the speed loss caused by the marine fouling
A Coraddu, L Oneto, F Baldi, F Cipollini, M Atlar, S Savio
Ocean Engineering 186, 106063, 2019
2022019
Condition-based maintenance of naval propulsion systems with supervised data analysis
F Cipollini, L Oneto, A Coraddu, AJ Murphy, D Anguita
Ocean Engineering 149, 268-278, 2018
872018
Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback
F Cipollini, L Oneto, A Coraddu, AJ Murphy, D Anguita
Reliability Engineering & System Safety 177, 12-23, 2018
752018
Predicting the cavitating marine propeller noise at design stage: A deep learning based approach
L Miglianti, F Cipollini, L Oneto, G Tani, S Gaggero, A Coraddu, M Viviani
Ocean Engineering 209, 107481, 2020
322020
Unsupervised deep learning for induction motor bearings monitoring
F Cipollini, L Oneto, A Coraddu, S Savio
Data-Enabled Discovery and Applications 3, 1-13, 2019
302019
Physical, data-driven and hybrid approaches to model engine exhaust gas temperatures in operational conditions
A Coraddu, L Oneto, F Cipollini, M Kalikatzarakis, GJ Meijn, R Geertsma
Ships and Offshore Structures 17 (6), 1360-1381, 2022
182022
Model scale cavitation noise spectra prediction: Combining physical knowledge with data science
F Miglianti, F Cipollini, L Oneto, G Tani, M Viviani
Ocean Engineering 178, 185-203, 2019
162019
Unintrusive monitoring of induction motors bearings via deep learning on stator currents
F Cipollini, L Oneto, A Coraddu, S Savio, D Anguita
Procedia computer science 144, 42-51, 2018
152018
Marine safety and data analytics: Vessel crash stop maneuvering performance prediction
L Oneto, A Coraddu, P Sanetti, O Karpenko, F Cipollini, T Cleophas, ...
Artificial Neural Networks and Machine Learning–ICANN 2017: 26th …, 2017
102017
Crash stop maneuvering performance prediction: a data-driven solution for safety and collision avoidance
L Oneto, A Coraddu, F Cipollini, O Karpenko, K Xepapa, P Sanetti, ...
Data-Enabled Discovery and Applications 2, 1-11, 2018
72018
Randomized learning: Generalization performance of old and new theoretically grounded algorithms
L Oneto, F Cipollini, S Ridella, D Anguita
Neurocomputing 298, 21-33, 2018
62018
Simple continuous optimal regions of the space of data
A Carrega, F Cipollini, L Oneto
Neurocomputing 349, 91-104, 2019
52019
Consensus clustering methodology to improve molecular stratification of non-small cell lung cancer
L Manganaro, S Bianco, P Bironzo, F Cipollini, D Colombi, D Corą, ...
Scientific Reports 13 (1), 7759, 2023
32023
Deep learning for cavitating marine propeller noise prediction at design stage
L Oneto, F Cipollini, L Miglianti, G Tani, S Gaggero, M Viviani, A Coraddu
2020 International Joint Conference on Neural Networks (IJCNN), 1-10, 2020
32020
Cavitation noise spectra prediction with hybrid models
F Cipollini, F Miglianti, L Oneto, G Tani, M Viviani, D Anguita
Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020
22020
Hybrid model for cavitation noise spectra prediction
F Cipollini, F Miglianti, L Oneto, G Tani, M Viviani
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
22019
Data driven models for propeller cavitation noise in model scale
F Miglianti, G Tani, M Viviani, F Cipollini, L Oneto
Proceedings of the 6th International Symposium on Marine Propulsors, Rome, Italy, 2019
12019
Method for providing a clinical decision support, corresponding system for providing a clinical decision support, and computer program product
L Manganaro, G Sabbatini, S Bianco, F Cipollini, D Colombi, ...
US Patent App. 18/357,574, 2024
2024
Method for estimating a variable of interest associated to a given disease as a function of a plurality of different omics data, corresponding device, and computer program product
L Manganaro, G Sabbatini, S Bianco, F Cipollini, D Colombi, ...
US Patent App. 18/126,189, 2023
2023
Method for the prognosis of a desease following upon a therapeutic treatment, and corresponding system and computer program product
L Manganaro, G Sabbatini, S Bianco, F Cipollini, D Colombi, ...
US Patent App. 18/095,931, 2023
2023
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