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ORCIDAlessandro Aliberti
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2020 – today
- 2025
[j10]Raimondo Gallo
, Tommaso Monopoli, Marco Zampolli, Rémi Jacques Philibert Jaboeuf, Paolo Tosco, Edoardo Patti, Alessandro Aliberti:
A Novel Procedure for Real-Time SOH Estimation of EV Battery Packs Based on Time Series Extrinsic Regression. IEEE Access 13: 326-340 (2025)- [j9]Raimondo Gallo, Marco Castangia, Alberto Macii, Edoardo Patti, Alessandro Aliberti:
Neural networks for estimating surface solar irradiation from satellite images. Eng. Appl. Artif. Intell. 144: 110101 (2025) - 2024
- [j8]Andrea Bellagarda, Donato Grassi, Alessandro Aliberti, Lorenzo Bottaccioli, Alberto Macii, Edoardo Patti:
Effectiveness of neural networks and transfer learning to forecast photovoltaic power production. Appl. Soft Comput. 149(Part A): 110988 (2024) - [j7]Rafael Natalio Fontana Crespo, Alessandro Aliberti, Lorenzo Bottaccioli, Edoardo Pasta, Sergej Antonello Sirigu, Enrico Macii, Giuliana Mattiazzo, Edoardo Patti:
A comparative analysis of Machine Learning Techniques for short-term grid power forecasting and uncertainty analysis of Wave Energy Converters. Eng. Appl. Artif. Intell. 138: 109352 (2024) - [c10]Fabio Depaoli, Stefano Felicioni, Francesco Ponzio, Alessandro Aliberti, Enrico Macii, Federica Bondioli, Elisa Padovano, Santa Di Cataldo:
Physics-Informed Neural Networks: A Step Towards Data-Driven Optimization of Additive Manufacturing. ETFA 2024: 1-4 - 2023
- [j6]Marco Castangia, Lina Maria Medina Grajales, Alessandro Aliberti, Claudio Rossi, Alberto Macii, Enrico Macii, Edoardo Patti:
Transformer neural networks for interpretable flood forecasting. Environ. Model. Softw. 160: 105581 (2023) - [c9]Alessandro Aliberti, Yao Xin, Alessio Viticchié, Enrico Macii, Edoardo Patti:
Comparative analysis of neural networks techniques to forecast Airfare Prices. COMPSAC 2023: 1023-1029 - [c8]Rafael Natalio Fontana Crespo, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Giorgio Fighera, Edoardo Patti:
LSTM for Grid Power Forecasting in Short-Term from Wave Energy Converters. COMPSAC 2023: 1495-1500 - [c7]Raimondo Gallo, Alessandro Aliberti, Edoardo Patti, Gianluca Bussolo, Marco Zampolli, Rémi Jacques Philibert Jaboeuf, Paolo Tosco:
An Electric Vehicle Simulator for Realistic Battery Signals Generation from Data-sheet and Real-world Data. COMPSAC 2023: 1501-1506 - 2022
- [j5]Raimondo Gallo, Marco Castangia, Alberto Macii, Enrico Macii, Edoardo Patti, Alessandro Aliberti:
Solar radiation forecasting with deep learning techniques integrating geostationary satellite images. Eng. Appl. Artif. Intell. 116: 105493 (2022) - [c6]Alessandro Aliberti, Filippo Boni, Alessandro Perol, Marco Zampolli, Rémi Jacques Philibert Jaboeuf, Paolo Tosco, Enrico Macii, Edoardo Patti:
Comparative Analysis of Neural Networks Techniques for Lithium-ion Battery SOH Estimation. COMPSAC 2022: 1355-1361 - 2021
- [j4]Alessandro Aliberti, Daniele Fucini, Lorenzo Bottaccioli, Enrico Macii, Andrea Acquaviva, Edoardo Patti:
Comparative Analysis of Neural Networks Techniques to Forecast Global Horizontal Irradiance. IEEE Access 9: 122829-122846 (2021) - [j3]Marco Castangia, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Edoardo Patti:
A compound of feature selection techniques to improve solar radiation forecasting. Expert Syst. Appl. 178: 114979 (2021) - [j2]Davide Cannizzaro, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Andrea Acquaviva, Edoardo Patti:
Solar radiation forecasting based on convolutional neural network and ensemble learning. Expert Syst. Appl. 181: 115167 (2021) - 2020
- [c5]Alessandro Aliberti, Andrea Bagatin, Andrea Acquaviva, Enrico Macii, Edoardo Patti:
Data Driven Patient-Specialized Neural Networks for Blood Glucose Prediction. ICME Workshops 2020: 1-6
2010 – 2019
- 2019
- [j1]Alessandro Aliberti, Irene Pupillo, Stefano Terna, Enrico Macii, Santa Di Cataldo, Edoardo Patti, Andrea Acquaviva:
A Multi-Patient Data-Driven Approach to Blood Glucose Prediction. IEEE Access 7: 69311-69325 (2019) - 2018
- [c4]Alessandro Aliberti, Lorenzo Bottaccioli, Giansalvo Cirrincione, Enrico Macii, Andrea Acquaviva, Edoardo Patti:
Non-linear Autoregressive Neural Networks to Forecast Short-Term Solar Radiation for Photovoltaic Energy Predictions. SMARTGREENS/VEHITS (Selected Papers) 2018: 3-22 - [c3]Alessandro Aliberti, Lorenzo Bottaccioli, Giansalvo Cirrincione, Enrico Macii, Andrea Acquaviva, Edoardo Patti:
Forecasting Short-term Solar Radiation for Photovoltaic Energy Predictions. SMARTGREENS 2018: 44-53 - 2017
- [c2]Lorenzo Bottaccioli, Alessandro Aliberti, Francesca Maria Ugliotti, Edoardo Patti, Anna Osello, Enrico Macii, Andrea Acquaviva:
Building Energy Modelling and Monitoring by Integration of IoT Devices and Building Information Models. COMPSAC (1) 2017: 914-922 - [c1]Alessandro Aliberti, Christian Camarda, Valeria Ferro, Andrea Acquaviva, Edoardo Patti:
A Participatory Design Approach for Energy-aware Mobile App for Smart Home Monitoring. SMARTGREENS 2017: 158-165
Coauthor Index
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