3 papers
cs.LG2025
E-ABIN: an Explainable module for Anomaly detection in BIological Networks
Ugo Lomoio, Tommaso Mazza, Pierangelo Veltri +1
The increasing availability of large-scale omics data calls for robust analytical frameworks capable of handling complex gene expression datasets while offering interpretable resul…
cs.SI2025
ExDiff: A Framework for Simulating Diffusion Processes on Complex Networks with Explainable AI Integration
Annamaria Defilippo, Ugo Lomoio, Barbara Puccio +2
Understanding and controlling diffusion processes in complex networks is critical across domains ranging from epidemiology to information science. Here, we present ExDiff, an inter…
eess.SP2024
DCAE-SR: Design of a Denoising Convolutional Autoencoder for reconstructing Electrocardiograms signals at Super Resolution
Ugo Lomoio, Pierangelo Veltri, Pietro Hiram Guzzi +1
Electrocardiogram (ECG) signals play a pivotal role in cardiovascular diagnostics, providing essential information on the electrical activity of the heart. However, the inherent no…