Designs of graph echo state networks for node classification.
Alessio MicheliDomenico TortorellaPublished in: Neurocomputing (2024)
Keyphrases
- echo state networks
- directed graph
- graph structure
- pattern classification
- classification accuracy
- support vector
- support vector machine
- support vector machine svm
- decision trees
- pattern recognition
- machine learning
- graph classification
- classification method
- feature extraction
- supervised learning
- image classification
- undirected graph
- classification scheme
- recurrent neural networks
- text classification
- preprocessing stage
- graph representation
- classification algorithm
- class labels
- feature space
- expert systems
- graph theory
- preprocessing
- directed acyclic graph
- feature vectors
- edge weights
- benchmark datasets
- random walk
- data sets