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 (COMPSAC (1), 2017)

A Participatory Design Approach for Energy-aware Mobile App for Smart Home Monitoring. - Alessandro Aliberti; Christian Camarda; Valeria Ferro; Andrea Acquaviva; Edoardo Patti (SMARTGREENS, 2017)

Forecasting Short-term Solar Radiation for Photovoltaic Energy Predictions. - Alessandro Aliberti; Lorenzo Bottaccioli; Giansalvo Cirrincione; Enrico Macii; Andrea Acquaviva; Edoardo Patti (SMARTGREENS, 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 (SMARTGREENS/VEHITS (Selected Papers), 2018)

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)

Data Driven Patient-Specialized Neural Networks for Blood Glucose Prediction. - Alessandro Aliberti; Andrea Bagatin; Andrea Acquaviva; Enrico Macii; Edoardo Patti (ICME Workshops, 2020)

Machine learning techniques to forecast non-linear trends in smart environments. - Alessandro Aliberti (2020)

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)

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)

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)

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 (COMPSAC, 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 to forecast Airfare Prices. - Alessandro Aliberti; Yao Xin; Alessio Viticchié; Enrico Macii; Edoardo Patti (COMPSAC, 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 (COMPSAC, 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 (COMPSAC, 2023)

Transformer neural networks for interpretable flood forecasting. - Marco Castangia; Lina Maria Medina Grajales; Alessandro Aliberti; Claudio Rossi 003; Alberto Macii; Enrico Macii; Edoardo Patti (Environ. Model. Softw., 2023)

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 (ETFA, 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)

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., 2024)

A Novel Procedure for Real-Time SOH Estimation of EV Battery Packs Based on Time Series Extrinsic Regression. - Raimondo Gallo; Tommaso Monopoli; Marco Zampolli; Rémi Jacques Philibert Jaboeuf; Paolo Tosco; Edoardo Patti; Alessandro Aliberti (IEEE Access, 2025)

Neural networks for estimating surface solar irradiation from satellite images. - Raimondo Gallo; Marco Castangia; Alberto Macii; Edoardo Patti; Alessandro Aliberti (Eng. Appl. Artif. Intell., 2025)

Advanced attack graph framework for operational technology: scalable modeling, validation, and risk mitigation. - Alessio Viticchié; Alberto Salvatore Colletto; Giulio Sunder; Cataldo Basile; Alessandro Aliberti (Clust. Comput., 2025)