The graph neural network model F Scarselli, M Gori, AC Tsoi, M Hagenbuchner, G Monfardini IEEE transactions on neural networks 20 (1), 61-80, 2008 | 8302 | 2008 |
A new model for learning in graph domains M Gori, G Monfardini, F Scarselli Proceedings. 2005 IEEE international joint conference on neural networks …, 2005 | 2387 | 2005 |
Universal approximation using feedforward neural networks: A survey of some existing methods, and some new results F Scarselli, AC Tsoi Neural networks 11 (1), 15-37, 1998 | 773 | 1998 |
Inside pagerank M Bianchini, M Gori, F Scarselli ACM Transactions on Internet Technology (TOIT) 5 (1), 92-128, 2005 | 721 | 2005 |
On the complexity of neural network classifiers: A comparison between shallow and deep architectures M Bianchini, F Scarselli IEEE transactions on neural networks and learning systems 25 (8), 1553-1565, 2014 | 647 | 2014 |
Computational capabilities of graph neural networks F Scarselli, M Gori, AC Tsoi, M Hagenbuchner, G Monfardini IEEE Transactions on Neural Networks 20 (1), 81-102, 2008 | 247 | 2008 |
Are multilayer perceptrons adequate for pattern recognition and verification? M Gori, F Scarselli IEEE Transactions on Pattern Analysis and Machine Intelligence 20 (11), 1121 …, 1998 | 156 | 1998 |
Graph neural networks for ranking web pages F Scarselli, SL Yong, M Gori, M Hagenbuchner, AC Tsoi, M Maggini The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05 …, 2005 | 145 | 2005 |
The graph neural network model S Franco, G Marco, TA Chung, H Markus, M Gabriele IEEE transactions on neural networks 20 (1), 61-80, 2009 | 133 | 2009 |
Molecular generative graph neural networks for drug discovery P Bongini, M Bianchini, F Scarselli Neurocomputing 450, 242-252, 2021 | 115 | 2021 |
The vapnik–chervonenkis dimension of graph and recursive neural networks F Scarselli, AC Tsoi, M Hagenbuchner Neural Networks 108, 248-259, 2018 | 109 | 2018 |
Image generation by GAN and style transfer for agar plate image segmentation P Andreini, S Bonechi, M Bianchini, A Mecocci, F Scarselli Computer methods and programs in biomedicine 184, 105268, 2020 | 79 | 2020 |
Adaptive ranking of web pages AC Tsoi, G Morini, F Scarselli, M Hagenbuchner, M Maggini Proceedings of the 12th international conference on World Wide Web, 356-365, 2003 | 73 | 2003 |
SortNet: Learning to rank by a neural preference function L Rigutini, T Papini, M Maggini, F Scarselli IEEE transactions on neural networks 22 (9), 1368-1380, 2011 | 70 | 2011 |
Recursive neural networks for processing graphs with labelled edges: Theory and applications M Bianchini, M Maggini, L Sarti, F Scarselli Neural Networks 18 (8), 1040-1050, 2005 | 60 | 2005 |
Weak supervision for generating pixel–level annotations in scene text segmentation S Bonechi, M Bianchini, F Scarselli, P Andreini Pattern Recognition Letters 138, 1-7, 2020 | 59 | 2020 |
Graphical-based learning environments for pattern recognition F Scarselli, AC Tsoi, M Gori, M Hagenbuchner Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2004 | 51 | 2004 |
A two-stage GAN for high-resolution retinal image generation and segmentation P Andreini, G Ciano, S Bonechi, C Graziani, V Lachi, A Mecocci, A Sodi, ... Electronics 11 (1), 60, 2021 | 50 | 2021 |
A comparison between recursive neural networks and graph neural networks V Di Massa, G Monfardini, L Sarti, F Scarselli, M Maggini, M Gori The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006 | 49 | 2006 |
Graph neural networks for communication networks: Context, use cases and opportunities J Suárez-Varela, P Almasan, M Ferriol-Galmés, K Rusek, F Geyer, ... IEEE network, 2022 | 48 | 2022 |