Lorenzo Sarti

Exact and approximate graph matching using random walks

Marco Gori, Marco Maggini, Lorenzo Sarti · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 158 citations

Engineering, Machine Learning, Structural Pattern Recognition +19

Trainable table location in document images

F. Cesarini, Simone Marinai, Lorenzo Sarti et al. · 2003 · 97 citations

Engineering, Trainable Table Location, Document Image Analysis +18

Recursive neural networks for processing graphs with labelled edges: theory and applications

Monica Bianchini, Marco Maggini, Lorenzo Sarti et al. · Neural Networks · 2005 · 45 citations

Labelled Edges, Engineering, Graph Theory +10

A Comparison between Recursive Neural Networks and Graph Neural Networks

Vincenzo Di Massa, Gabriele Monfardini, Lorenzo Sarti et al. · The 2006 IEEE International Joint Conference on Neural Network Proceedings · 2006 · 39 citations

Geometric Learning, Convolutional Neural Network, Graph Neural Networks +15

Recursive Processing of Cyclic Graphs

Monica Bianchini, Marco Gori, Lorenzo Sarti et al. · IEEE Transactions on Neural Networks · 2006 · 29 citations

Artificial Intelligence, Cyclic Graphs, Directed Graph +20