Lorenzo Livi
Publications by Year
Research Areas
Neural Networks and Applications, Complex Network Analysis Techniques, Advanced Graph Neural Networks, Graph Theory and Algorithms, Neural Networks and Reservoir Computing
Most-Cited Works
- → Graph Neural Networks with Convolutional ARMA Filters(2021)418 cited
- → The graph matching problem(2012)187 cited
- → Investigating Echo-State Networks Dynamics by Means of Recurrence Analysis(2016)100 cited
- → Granular computing, computational intelligence, and the analysis of non-geometric input spaces(2015)98 cited
- → Deep divergence-based approach to clustering(2019)76 cited
- → Determination of the Edge of Criticality in Echo State Networks Through Fisher Information Maximization(2017)63 cited
- → Learning representations of multivariate time series with missing data(2019)61 cited
- → Hierarchical Representation Learning in Graph Neural Networks With Node Decimation Pooling(2020)58 cited
- → Modeling and recognition of smart grid faults by a combined approach of dissimilarity learning and one-class classification(2015)55 cited
- → Concept Drift and Anomaly Detection in Graph Streams(2018)53 cited