Alessandro Aliberti

According to our database, Alessandro Aliberti authored at least 18 papers between 2017 and 2024.

Collaborative distances:

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

2024

Effectiveness of neural networks and transfer learning to forecast photovoltaic power production.

Andrea Bellagarda, Donato Grassi, Alessandro Aliberti, Lorenzo Bottaccioli, Alberto Macii, Edoardo Patti

Appl. Soft Comput., December, 2024

A comparative analysis of Machine Learning Techniques for short-term grid power forecasting and uncertainty analysis of Wave Energy Converters.

Rafael Natalio Fontana Crespo, Alessandro Aliberti, Lorenzo Bottaccioli, Edoardo Pasta, Sergej Antonello Sirigu, Enrico Macii, Giuliana Mattiazzo, Edoardo Patti

Eng. Appl. Artif. Intell., 2024

Physics-Informed Neural Networks: A Step Towards Data-Driven Optimization of Additive Manufacturing.

Fabio Depaoli, Stefano Felicioni, Francesco Ponzio, Alessandro Aliberti, Enrico Macii, Federica Bondioli, Elisa Padovano, Santa Di Cataldo

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2023

Transformer neural networks for interpretable flood forecasting.

Marco Castangia, Lina Maria Medina Grajales, Alessandro Aliberti, Claudio Rossi, Alberto Macii, Enrico Macii, Edoardo Patti

Environ. Model. Softw., February, 2023

An Electric Vehicle Simulator for Realistic Battery Signals Generation from Data-sheet and Real-world Data.

Raimondo Gallo, Alessandro Aliberti, Edoardo Patti, Gianluca Bussolo, Marco Zampolli, Rémi Jacques Philibert Jaboeuf, Paolo Tosco

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

LSTM for Grid Power Forecasting in Short-Term from Wave Energy Converters.

Rafael Natalio Fontana Crespo, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Giorgio Fighera, Edoardo Patti

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Comparative analysis of neural networks techniques to forecast Airfare Prices.

Alessandro Aliberti, Yao Xin, Alessio Viticchié, Enrico Macii, Edoardo Patti

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

Solar radiation forecasting with deep learning techniques integrating geostationary satellite images.

Raimondo Gallo, Marco Castangia, Alberto Macii, Enrico Macii, Edoardo Patti, Alessandro Aliberti

Eng. Appl. Artif. Intell., 2022

Comparative Analysis of Neural Networks Techniques for Lithium-ion Battery SOH Estimation.

Alessandro Aliberti, Filippo Boni, Alessandro Perol, Marco Zampolli, Rémi Jacques Philibert Jaboeuf, Paolo Tosco, Enrico Macii, Edoardo Patti

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

2021

A compound of feature selection techniques to improve solar radiation forecasting.

Marco Castangia, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Edoardo Patti

Expert Syst. Appl., 2021

Solar radiation forecasting based on convolutional neural network and ensemble learning.

Davide Cannizzaro, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Andrea Acquaviva, Edoardo Patti

Expert Syst. Appl., 2021

Comparative Analysis of Neural Networks Techniques to Forecast Global Horizontal Irradiance.

Alessandro Aliberti, Daniele Fucini, Lorenzo Bottaccioli, Enrico Macii, Andrea Acquaviva, Edoardo Patti

IEEE Access, 2021

2020

Data Driven Patient-Specialized Neural Networks for Blood Glucose Prediction.

Alessandro Aliberti, Andrea Bagatin, Andrea Acquaviva, Enrico Macii, Edoardo Patti

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

2019

A Multi-Patient Data-Driven Approach to Blood Glucose Prediction.

Alessandro Aliberti, Irene Pupillo, Stefano Terna, Enrico Macii, Santa Di Cataldo, Edoardo Patti, Andrea Acquaviva

IEEE Access, 2019

2018

Non-linear Autoregressive Neural Networks to Forecast Short-Term Solar Radiation for Photovoltaic Energy Predictions.

Alessandro Aliberti, Lorenzo Bottaccioli, Giansalvo Cirrincione, Enrico Macii, Andrea Acquaviva, Edoardo Patti

Proceedings of the Smart Cities, Green Technologies and Intelligent Transport Systems, 2018

Forecasting Short-term Solar Radiation for Photovoltaic Energy Predictions.

Alessandro Aliberti, Lorenzo Bottaccioli, Giansalvo Cirrincione, Enrico Macii, Andrea Acquaviva, Edoardo Patti

Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems, 2018

2017

A Participatory Design Approach for Energy-aware Mobile App for Smart Home Monitoring.

Alessandro Aliberti, Christian Camarda, Valeria Ferro, Andrea Acquaviva, Edoardo Patti

Proceedings of the SMARTGREENS 2017, 2017

Building Energy Modelling and Monitoring by Integration of IoT Devices and Building Information Models.

Lorenzo Bottaccioli, Alessandro Aliberti, Francesca Maria Ugliotti, Edoardo Patti, Anna Osello, Enrico Macii, Andrea Acquaviva

Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017