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cs.LG2022
SigMaNet: One Laplacian to Rule Them All
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta +1
This paper introduces SigMaNet, a generalized Graph Convolutional Network (GCN) capable of handling both undirected and directed graphs with weights not restricted in sign nor magn…
cs.LG2021
Listening to the city, attentively: A Spatio-Temporal Attention Boosted Autoencoder for the Short-Term Flow Prediction Problem
Stefano Fiorini, Michele Ciavotta, Andrea Maurino
In recent years, studying and predicting alternative mobility (e.g., sharing services) patterns in urban environments has become increasingly important as accurate and timely infor…