Francesca Cipollini

According to our database, Francesca Cipollini authored at least 10 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Short-term Forecast and Long-term Simulation for Accurate Energy Consumption Prediction.

Daniele Giampaoli, Francesca Cipollini, Denise Maffione, Luca Oneto

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2020

Data-Driven and Hybrid Methods for Naval Applications.

Francesca Cipollini

PhD thesis, 2020

Deep Learning for Cavitating Marine Propeller Noise Prediction at Design Stage.

Luca Oneto, Francesca Cipollini, Leonardo Miglianti, Giorgio Tani, Stefano Gaggero, Michele Viviani, Andrea Coraddu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Simple continuous optimal regions of the space of data.

Alessio Carrega, Francesca Cipollini, Luca Oneto

Neurocomputing, 2019

Cavitation Noise Spectra Prediction with Hybrid Models.

Francesca Cipollini, Fabiana Miglianti, Luca Oneto, Giorgio Tani, Michele Viviani, Davide Anguita

Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

Hybrid Model for Cavitation Noise Spectra Prediction.

Francesca Cipollini, Fabiana Miglianti, Luca Oneto, Giorgio Tani, Michele Viviani

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback.

Francesca Cipollini, Luca Oneto, Andrea Coraddu, Alan John Murphy, Davide Anguita

Reliab. Eng. Syst. Saf., 2018

Randomized learning: Generalization performance of old and new theoretically grounded algorithms.

Luca Oneto, Francesca Cipollini, Sandro Ridella, Davide Anguita

Neurocomputing, 2018

Unintrusive Monitoring of Induction Motors Bearings via Deep Learning on Stator Currents.

Francesca Cipollini, Luca Oneto, Andrea Coraddu, Stefano Savio, Davide Anguita

Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

2017

Marine Safety and Data Analytics: Vessel Crash Stop Maneuvering Performance Prediction.

Luca Oneto, Andrea Coraddu, Paolo Sanetti, Olena Karpenko, Francesca Cipollini, Toine Cleophas, Davide Anguita

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017