Pietro Bongini

According to our database, Pietro Bongini authored at least 22 papers between 2019 and 2023.

Collaborative distances:

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

2023

Modular Multi-Source Prediction of Drug Side-Effects With DruGNN.

Pietro Bongini, Franco Scarselli, Monica Bianchini, Giovanna Maria Dimitri, Niccolò Pancino, Pietro Lió

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

A Deep Learning Approach to the Prediction of Drug Side-Effects on Molecular Graphs.

Pietro Bongini, Elisa Messori, Niccolò Pancino, Monica Bianchini

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Graph Neural Networks for Drug Discovery: An Integrated Decision Support Pipeline.

Pietro Bongini

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

2022

LANBIQUE: LANguage-based Blind Image QUality Evaluation.

Leonardo Galteri, Lorenzo Seidenari, Pietro Bongini, Marco Bertini, Alberto Del Bimbo

ACM Trans. Multim. Comput. Commun. Appl., 2022

Structural Bioinformatic Survey of Protein-Small Molecule Interfaces Delineates the Role of Glycine in Surface Pocket Formation.

Pietro Bongini, Neri Niccolai, Alfonso Trezza, Guido Mangiavacchi, Annalisa Santucci, Ottavia Spiga, Monica Bianchini, Simone Gardini

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

GNNkeras: A Keras-based library for Graph Neural Networks and homogeneous and heterogeneous graph processing.

Niccolò Pancino, Pietro Bongini, Franco Scarselli, Monica Bianchini

SoftwareX, 2022

Towards learning trustworthily, automatically, and with guarantees on graphs: An overview.

Luca Oneto, Nicolò Navarin, Battista Biggio, Federico Errica, Alessio Micheli, Franco Scarselli, Monica Bianchini, Luca Demetrio, Pietro Bongini, Armando Tacchella, Alessandro Sperduti

Neurocomputing, 2022

A Neural Network Approach for the Analysis of Reproducible Ribo-Seq Profiles.

Giorgia Giacomini, Caterina Graziani, Veronica Lachi, Pietro Bongini, Niccolò Pancino, Monica Bianchini, Davide Chiarugi, Angelo Valleriani, Paolo Andreini

Algorithms, 2022

Is GPT-3 All You Need for Visual Question Answering in Cultural Heritage?

Pietro Bongini, Federico Becattini, Alberto Del Bimbo

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

A Novel Representation of Graphical Patterns for Graph Convolution Networks.

Marco Benini, Pietro Bongini, Edmondo Trentin

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2022

2021

Structural bioinformatics survey on disease-inducing missense mutations.

Pietro Bongini, Simone Gardini, Monica Bianchini, Ottavia Spiga, Neri Niccolai

J. Bioinform. Comput. Biol., 2021

Molecular generative Graph Neural Networks for Drug Discovery.

Pietro Bongini, Monica Bianchini, Franco Scarselli

Neurocomputing, 2021

Language Based Image Quality Assessment.

Lorenzo Seidenari, Leonardo Galteri, Pietro Bongini, Marco Bertini, Alberto Del Bimbo

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

CaregiverMatcher: graph neural networks for connecting caregivers of rare disease patients.

Filippo Guerranti, Mirco Mannino, Federica Baccini, Pietro Bongini, Niccolò Pancino, Anna Visibelli, Sara Marziali

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2020

A deep attention network for predicting amino acid signals in the formation of α-helices.

Anna Visibelli, Pietro Bongini, Alberto Rossi, Neri Niccolai, Monica Bianchini

J. Bioinform. Comput. Biol., 2020

Molecular graph generation with Graph Neural Networks.

Pietro Bongini, Monica Bianchini, Franco Scarselli

CoRR, 2020

Visual Question Answering for Cultural Heritage.

Pietro Bongini, Federico Becattini, Andrew D. Bagdanov, Alberto Del Bimbo

CoRR, 2020

Deep Learning Techniques for Dragonfly Action Recognition.

Martina Monaci, Niccolò Pancino, Paolo Andreini, Simone Bonechi, Pietro Bongini, Alberto Rossi, Giorgio Ciano, Giorgia Giacomini, Franco Scarselli, Monica Bianchini

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

Graph Neural Networks for the Prediction of Protein-Protein Interfaces.

Niccolò Pancino, Alberto Rossi, Giorgio Ciano, Giorgia Giacomini, Simone Bonechi, Paolo Andreini, Franco Scarselli, Monica Bianchini, Pietro Bongini

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Glycine-induced formation and druggability score prediction of protein surface pockets.

Pietro Bongini, Neri Niccolai, Monica Bianchini

J. Bioinform. Comput. Biol., 2019

GADA: Generative Adversarial Data Augmentation for Image Quality Assessment.

Pietro Bongini, Riccardo Del Chiaro, Andrew D. Bagdanov, Alberto Del Bimbo

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Fusion of Visual and Anamnestic Data for the Classification of Skin Lesions with Deep Learning.

Simone Bonechi, Monica Bianchini, Pietro Bongini, Giorgio Ciano, Giorgia Giacomini, Riccardo Rosai, Linda Tognetti, Alberto Rossi, Paolo Andreini

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019