Pietro Bongini

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 25

Top Topics

Question Answering

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

J. Bioinform. Comput. Biol.

Publications

Pietro Bongini
Graph Neural Networks for Drug Discovery: An Integrated Decision Support Pipeline. MetroXRAINE (2023)
Pietro Bongini, Franco Scarselli, Monica Bianchini, Giovanna Maria Dimitri, Niccolò Pancino, Pietro Lió
Modular Multi-Source Prediction of Drug Side-Effects With DruGNN. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (2) (2023)
Pietro Bongini, Elisa Messori, Niccolò Pancino, Monica Bianchini
A Deep Learning Approach to the Prediction of Drug Side-Effects on Molecular Graphs. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (6) (2023)
Leonardo Galteri, Lorenzo Seidenari, Pietro Bongini, Marco Bertini, Alberto Del Bimbo
LANBIQUE: LANguage-based Blind Image QUality Evaluation. ACM Trans. Multim. Comput. Commun. Appl. 18 (2s) (2022)
Pietro Bongini, Neri Niccolai, Alfonso Trezza, Guido Mangiavacchi, Annalisa Santucci, Ottavia Spiga, Monica Bianchini, Simone Gardini
Structural Bioinformatic Survey of Protein-Small Molecule Interfaces Delineates the Role of Glycine in Surface Pocket Formation. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Marco Benini, Pietro Bongini, Edmondo Trentin
A Novel Representation of Graphical Patterns for Graph Convolution Networks. ANNPR (2022)
Luca Oneto, Nicolò Navarin, Battista Biggio, Federico Errica, Alessio Micheli, Franco Scarselli, Monica Bianchini, Luca Demetrio, Pietro Bongini, Armando Tacchella, Alessandro Sperduti
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview. Neurocomputing 493 (2022)
Pietro Bongini, Federico Becattini, Alberto Del Bimbo
Is GPT-3 all you need for Visual Question Answering in Cultural Heritage? CoRR (2022)
Pietro Bongini, Franco Scarselli, Monica Bianchini, Giovanna Maria Dimitri, Niccolò Pancino, Pietro Liò
Modular multi-source prediction of drug side-effects with DruGNN. CoRR (2022)
Pietro Bongini, Federico Becattini, Alberto Del Bimbo
Is GPT-3 All You Need for Visual Question Answering in Cultural Heritage? ECCV Workshops (1) (2022)
Giorgia Giacomini, Caterina Graziani, Veronica Lachi, Pietro Bongini, Niccolò Pancino, Monica Bianchini, Davide Chiarugi, Angelo Valleriani, Paolo Andreini
A Neural Network Approach for the Analysis of Reproducible Ribo-Seq Profiles. Algorithms 15 (8) (2022)
Niccolò Pancino, Pietro Bongini, Franco Scarselli, Monica Bianchini
GNNkeras: A Keras-based library for Graph Neural Networks and homogeneous and heterogeneous graph processing. SoftwareX 18 (2022)
Pietro Bongini, Elisa Messori, Niccolò Pancino, Monica Bianchini
A Deep Learning Approach to the Prediction of Drug Side-Effects on Molecular Graphs. CoRR (2022)
Filippo Guerranti, Mirco Mannino, Federica Baccini, Pietro Bongini, Niccolò Pancino, Anna Visibelli, Sara Marziali
CaregiverMatcher: graph neural networks for connecting caregivers of rare disease patients. KES (2021)
Pietro Bongini, Simone Gardini, Monica Bianchini, Ottavia Spiga, Neri Niccolai
Structural bioinformatics survey on disease-inducing missense mutations. J. Bioinform. Comput. Biol. 19 (3) (2021)
Pietro Bongini, Monica Bianchini, Franco Scarselli
Molecular generative Graph Neural Networks for Drug Discovery. Neurocomputing 450 (2021)
Lorenzo Seidenari, Leonardo Galteri, Pietro Bongini, Marco Bertini, Alberto Del Bimbo
Language Based Image Quality Assessment. MMAsia (2021)
Pietro Bongini, Federico Becattini, Andrew D. Bagdanov, Alberto Del Bimbo
Visual Question Answering for Cultural Heritage. CoRR (2020)
Martina Monaci, Niccolò Pancino, Paolo Andreini, Simone Bonechi, Pietro Bongini, Alberto Rossi, Giorgio Ciano, Giorgia Giacomini, Franco Scarselli, Monica Bianchini
Deep Learning Techniques for Dragonfly Action Recognition. ICPRAM (2020)
Anna Visibelli, Pietro Bongini, Alberto Rossi, Neri Niccolai, Monica Bianchini
A deep attention network for predicting amino acid signals in the formation of α-helices. J. Bioinform. Comput. Biol. 18 (5) (2020)
Niccolò Pancino, Alberto Rossi, Giorgio Ciano, Giorgia Giacomini, Simone Bonechi, Paolo Andreini, Franco Scarselli, Monica Bianchini, Pietro Bongini
Graph Neural Networks for the Prediction of Protein-Protein Interfaces. ESANN (2020)
Pietro Bongini, Monica Bianchini, Franco Scarselli
Molecular graph generation with Graph Neural Networks. CoRR (2020)
Pietro Bongini, Neri Niccolai, Monica Bianchini
Glycine-induced formation and druggability score prediction of protein surface pockets. J. Bioinform. Comput. Biol. 17 (5) (2019)
Simone Bonechi, Monica Bianchini, Pietro Bongini, Giorgio Ciano, Giorgia Giacomini, Riccardo Rosai, Linda Tognetti, Alberto Rossi, Paolo Andreini
Fusion of Visual and Anamnestic Data for the Classification of Skin Lesions with Deep Learning. ICIAP Workshops (2019)
Pietro Bongini, Riccardo Del Chiaro, Andrew D. Bagdanov, Alberto Del Bimbo
GADA: Generative Adversarial Data Augmentation for Image Quality Assessment. ICIAP (2) (2019)