Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Precipitation nowcasting with generative diffusion models

Published in Applied Intelligence, 2024

In our study, we focus on a specific subset of the ERA-5 dataset, which includes hourly data pertaining to Central Europe from the years 2016 to 2021. Within this context, we examine the efficacy of diffusion models in handling the task of precipitation nowcasting, with a lead time of 1 to 3 hours.

Recommended citation: Asperti, Andrea, Merizzi, Fabio, Paparella, Alberto, Pedrazzi, Giorgio, Angelinelli, Matteo, and Colamonaco, Stefano. (2024). "Precipitation nowcasting with generative diffusion models." Applied Intelligence. 55(1).
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Conference Papers

Many-Expert Decision Trees

Published in 6th Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis (OVERLAY 2024), Bolzano, Italy, 28-29 November 2024, 2024

Taking inspiration from the literature fuzzy decision trees, and leveraging many-valued logics, we propose a novel, and more general variety of decision trees.

Recommended citation: Badia, Guillermo, Noguera, Carles, Paparella, Alberto, and Sciavicco, Guido. (2024). "Many-Expert Decision Trees." 6th Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis (OVERLAY 2024), Bolzano, Italy, 28-39 November 2024. 1(1).
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Fitting’s Style Many-Valued Interval Temporal Logic Tableau System: Theory and Implementation

Published in 31st International Symposium on Temporal Representation and Reasoning (TIME 2024), Montpellier, France, 28-30 October 2024, 2024

Theory and implementation of a Fitting’s style tableau system for Many-Valued Interval Temporal Logic.

Recommended citation: Badia, Guillermo, Noguera, Carles, Paparella, Alberto, Sciavicco, Guido, and Stan, Eduard I. (2024). "Fitting's Style Many-Valued Interval Temporal Logic Tableau System: Theory and Implementation." 31st International Symposium on Temporal Representation and Reasoning (TIME 2024), Montpellier, France, 28-30 October 2024. 1(1).
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Alberto Paparella