Giovanni Bocchi

According to our database, Giovanni Bocchi authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

A novel approach to graph distinction through GENEOs and permutants.

Giovanni Bocchi, Massimo Ferri, Patrizio Frosini

CoRR, 2024

A geometric XAI approach to protein pocket detection.

Giovanni Bocchi, Patrizio Frosini, Alessandra Micheletti, Alessandro Pedretti, Gianluca Palermo, Davide Gadioli, Carmen Gratteri, Filippo Lunghini, Andrea Rosario Beccari, Anna Fava, Carmine Talarico

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

2023

SiteMap pockets for the PDBbind dataset.

Gianluca Palermo, Giovanni Bocchi, Carmine Talarico, Davide Gadioli, Alessandro Pedretti

Dataset, December, 2023

On the finite representation of linear group equivariant operators via permutant measures.

Giovanni Bocchi, Stefano Botteghi, Martina Brasini, Patrizio Frosini, Nicola Quercioli

Ann. Math. Artif. Intell., August, 2023

Low-Resource White-Box Semantic Segmentation of Supporting Towers on 3D Point Clouds via Signature Shape Identification.

Diogo Lavado, Cláudia Soares, Alessandra Micheletti, Giovanni Bocchi, Alex Coronati, Manuel Silva, Patrizio Frosini

CoRR, 2023

2022

GENEOnet: A new machine learning paradigm based on Group Equivariant Non-Expansive Operators. An application to protein pocket detection.

Giovanni Bocchi, Patrizio Frosini, Alessandra Micheletti, Alessandro Pedretti, Carmen Gratteri, Filippo Lunghini, Andrea Rosario Beccari, Carmine Talarico

CoRR, 2022