Alessio Verdone

According to our database, Alessio Verdone authored at least 7 papers between 2022 and 2026.

Collaborative distances:

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

2026

A data attribution approach for unsupervised anomaly detection on multivariate time series.

Alessio Verdone, Simone Scardapane, Massimo Panella

Expert Syst. Appl., 2026

A hybrid quantum-neural network for heart disease classification.

Alessio Verdone, Federico Succetti, Andrea Ceschini, Antonello Rosato, Alessio Fioravanti, Massimo Panella

Biomed. Signal Process. Control., 2026

2025

Patch-Based Graph Neural Network for Autism Classification via Eye Gaze Analysis.

Alessio Verdone, Federica Colonnese, Antonello Rosato, Massimo Panella

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks.

Andrea Ceschini, Francesco Mauro, Francesca De Falco, Alessandro Sebastianelli, Alessio Verdone, Antonello Rosato, Bertrand Le Saux, Massimo Panella, Paolo Gamba, Silvia Liberata Ullo

CoRR, 2024

Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques.

Alessio Verdone, Alessio Devoto, Cristiano Sebastiani, Joseph Carmignani, Monica D'Onofrio, Stefano Giagu, Simone Scardapane, Massimo Panella

CoRR, 2024

2023

Neural Graphs: an Effective Solution for the Resource Allocation in NFV Sites interconnected by Elastic Optical Networks.

Vincenzo Eramo, Francesco Giacinto Lavacca, Francesco Valente, V. Filippetti, Antonello Rosato, Alessio Verdone, Massimo Panella

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

2022

Multi-site Forecasting of Energy Time Series with Spatio-Temporal Graph Neural Networks.

Alessio Verdone, Simone Scardapane, Massimo Panella

Proceedings of the International Joint Conference on Neural Networks, 2022