Franco Scarselli
University of Siena(IT)
Publications by Year
Research Areas
Neural Networks and Applications, Advanced Graph Neural Networks, Web Data Mining and Analysis, Advanced Neural Network Applications, Graph Theory and Algorithms
Most-Cited Works
- → The Graph Neural Network Model(2008)8,958 cited
- → A new model for learning in graph domains(2006)1,865 cited
- → Universal Approximation Using Feedforward Neural Networks: A Survey of Some Existing Methods, and Some New Results(1998)575 cited
- → Inside PageRank(2005)528 cited
- → On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep Architectures(2014)511 cited
- → Computational Capabilities of Graph Neural Networks(2008)229 cited
- → Molecular generative Graph Neural Networks for Drug Discovery(2021)162 cited
- → Graph Neural Networks for Ranking Web Pages(2005)116 cited
- → Are multilayer perceptrons adequate for pattern recognition and verification?(1998)108 cited
- → Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities(2022)95 cited