Pubblicazioni

Leaky Echo State Network for Audio Classification in Construction Sites

2023 - Smart Innovation, Systems and Technologies
Scarpiniti, Michele; Bini, Edoardo; Ferraro, Marco; Giannetti, Alessandro; Comminiello, Danilo; Lee, Yong-Cheol; Uncini, Aurelio

New millennium construction sites: an integrated methodology for the sustainability assessment

2023 - VITRUVIO
Pennacchia, Elisa; Gugliermetti, Luca; di Matteo, Umberto; Cumo, Fabrizio

CoVal-SGAN: A Complex-Valued Spectral GAN architecture for the effective audio data augmentation in construction sites

2022 - Proceedings of 2022 International Joint Conference on Neural Networks (IJCNN)
Scarpiniti, M.; Mauri, C.; Comminiello, D.; Uncini, A.; Lee, Y. -C.

Deep recurrent neural networks for audio classification in construction sites

2021 - European signal processing conference
Scarpiniti, M.; Comminiello, D.; Uncini, A.; Lee, Y. -C.

A CNN approach for audio classification in construction sites

2020 - Progresses in Artificial Intelligence and Neural Systems
Maccagno, Alessandro; Mastropietro, Andrea; Mazziotta, Umberto; Scarpiniti, Michele; Lee, Yong-Cheol; Uncini, Aurelio

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