Pubblicazioni

Collaborative forecasting of influenza-like illness in Italy: The Influcast experience

2025 - EPIDEMICS

Fiandrino, Stefania; Bizzotto, Andrea; Guzzetta, Giorgio; Merler, Stefano; Baldo, Federico; Valdano, Eugenio; Mateo Urdiales, Alberto; Bella, Antonino; Celino, Francesco; Zino, Lorenzo; Rizzo, Alessandro; Li, Yuhan; Perra, Nicola; Gioannini, Corrado; Milano, Paolo; Paolotti, Daniela; Quaggiotto, Marco; Rossi, Luca; Vismara, Ivan; Vespignani, Alessandro; Gozzi, NicolÃ²

Realized Covariance Models with Time-varying Parameters and Spillover Effects

2025 - STATISTICAL MODELLING

Bauwens, Luc; Otranto, Edoardo

Modelling the industrial production of electric and gas utilities through a stochastic the CIR3 model

2024 - MATHEMATICS AND FINANCIAL ECONOMICS

Ceci, Claudia; Bufalo, Michele; Orlando, Giuseppe

Addressing the financial impact of natural disasters in the era of climate change

2024 - THE NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE

Bufalo, M.; Ceci, C.; Orlando, G.

Opensource machine learning metamodels for assessing blade performance impairment due to general leading edge degradation

2024 - JOURNAL OF PHYSICS. CONFERENCE SERIES

Castorrini, A.; Ortolani, A.; Minisci, E.; Campobasso, M. S.

Machine learning forecast of surface solar irradiance from meteo satellite data

2024 - REMOTE SENSING OF ENVIRONMENT

Sebastianelli, Alessandro; Serva, Federico; Ceschini, Andrea; Paletta, Quentin; Panella, Massimo; Le Saux, Bertrand

Value creation and sustainable business model: are ESG ratings a matter of class?

2024 - ANNALS OF OPERATIONS RESEARCH

Castellano, Rosella; Cini, Federico; Ferrari, Annalisa

Multiâcountry clusteringâbased forecasting of healthy life expectancy

2023 - QUALITY AND QUANTITY

Levantesi, Susanna; Nigri, Andrea; Piscopo, Gabriella; Spelta, Alessandro

An adaptive embedding procedure for time series forecasting with deep neural networks

2023 - NEURAL NETWORKS

Succetti, F.; Rosato, A.; Panella, M.

Microgrids in view of forecasting and management. Challenges & opportunities considering emerging technologies integration

2023 - Proceedings - 2023 IEEE International Conference on Environment and Electrical Engineering and 2023 IEEE Industrial and Commercial Power Systems Europe, EEEIC / I and CPS Europe 2023

Jasinski, L.; Rezmer, J.; Leonowicz, Z.; Martirano, L.; Jasinski, M.

Vertically-Advised Federated Learning for Multi-Strategic Stock Predictions through Stochastic Attention-based LSTM

2023 - 2023 31st Mediterranean Conference on Control and Automation (MED) Proceedings

Menegatti, D.; Ciccarelli, E.; Viscione, M.; Giuseppi, A.

FORECAST. A flexible software to forward model cosmological hydrodynamical simulations mimicking real observations

2023 - ASTRONOMY & ASTROPHYSICS

Fortuni, Flaminia; Merlin, Emiliano; Fontana, Adriano; Giocoli, Carlo; Romelli, Erik; Graziani, Luca; Santini, Paola; Castellano, Marco; Charlot, StÃ©phane; Chevallard, Jacopo

Stocks price forecasts using Stochastic Differential Equations: an empirical assessment

2023 - Book of short papers SIS 2023

Frisardi, Dario; Spuri, Matteo

Novel Model Based on Artificial Neural Networks to Predict Short-Term Temperature Evolution in Museum Environment

2022 - SENSORS

Bile, Alessandro; Tari, Hamed; Grinde, Andreas; Frasca, Francesca; Siani, Anna Maria; Fazio, Eugenio

On the redox-activity and health-effects of atmospheric primary and secondary aerosol. Phenomenology

2022 - ATMOSPHERE

Costabile, Francesca; Decesari, Stefano; Vecchi, Roberta; Lucarelli, Franco; Curci, Gabriele; MassabÃ², Dario; Rinaldi, Matteo; Gualtieri, Maurizio; Corsini, Emanuela; Menegola, Elena; Canepari, Silvia; Massimi, Lorenzo; Argentini, Stefania; Busetto, Maurizio; Di Iulio, Gianluca; Di Liberto, Luca; Paglione, Marco; Petenko, Igor; Russo, Mara; Marinoni, Angela; Casasanta, Giampietro; Valentini, Sara; Bernardoni, Vera; Crova, Federica; Valli, Gianluigi; Forello, Alice Corina; Giardi, Fabio; Nava, Silvia; Pazzi, Giulia; Prati, Paolo; Vernocchi, Virginia; La Torretta, Teresa; Petralia, Ettore; Stracquadanio, Milena; Zanini, Gabriele; Melzi, Gloria; Nozza, Emma; Iulini, Martina; Caruso, Donatella; Cioffi, Lucia; Imperato, Gabriele; Giavarini, Flavio; Battistoni, Maria; Di Renzo, Francesca; Frezzini, Maria Agostina; Perrino, Cinzia; Facchini, Maria Cristina

Wildfire Risk Forecasting Using Weights of Evidence and Statistical Index Models

2022 - SUSTAINABILITY

Salavati, G.; Saniei, E.; Ghaderpour, E.; Hassan, Q. K.

Forecasting portfolio returns with skew-geometric Brownian motions

2022 - APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY

Bufalo, M.; Liseo, B.; Orlando, G.

Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes

2022 - Proceedings of Machine Learning Research

Opolka, F. L.; Lio, P.

Quaternion widely linear forecasting ofÂ airÂ quality

2021 - Progresses in Artificial Intelligence and Neural Systems

Scarpiniti, M.; Comminiello, D.; Muciaccia, F.; Uncini, A.

Two-stage dynamic management in energy communities using a decision system based on elastic net regularization

2021 - APPLIED ENERGY

Rosato, Antonello; Panella, Massimo; Andreotti, Amedeo; Mohammed, Osama A.; Araneo, Rodolfo

Weighted Elo rating for tennis match predictions

2021 - EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Angelini, Giovanni; Candila, Vincenzo; De Angelis, Luca

A hybrid intelligent model for the condition monitoring and diagnostics of wind turbines gearbox

2021 - IEEE ACCESS

Heydari, A.; Astiaso Garcia, D.; Fekih, A.; Keynia, F.; Tjernberg, L. B.; De Santoli, L.

Long-term (â¥15 years) follow-up of percutaneous coronary intervention of unprotected left main (from the GRAVITY Registry)

2021 - THE AMERICAN JOURNAL OF CARDIOLOGY

D'Ascenzo, F.; Elia, E.; Marengo, G.; Wanha, W.; Ferreiro, R. G.; Truffa, A.; Trabattoni, D.; Figini, F.; Verardi, R.; Palma, G. D.; Infusino, F.; Pivato, C.; Ochala, A.; Omede, P.; Milewski, M.; Estevez, R.; Roubin, S. R.; Filippo, O. D.; Conrotto, F.; Montefusco, A.; Gili, S.; Cortese, B.; Dusi, V.; Gallone, G.; Manfredi, R.; Mancone, M.; Zoccai, G. B.; Casella, G.; Templin, C.; Stefanini, G.; Wojakowski, W.; Sheiban, I.; Ferrari, G. M. D.

A mixed frequency approach for exchange rates predictions

2021 - ELECTRONIC JOURNAL OF APPLIED STATISTICAL ANALYSIS

Mattera, R.; Misuraca, M.; Scepi, G.; Spano, M.

Forest fire risk prediction from satellite data with convolutional neural networks

2021 - 2021 29th Mediterranean Conference on Control and Automation, MED 2021

Santopaolo, A.; Saif, S. S.; Pietrabissa, A.; Giuseppi, A.