Exploring the Value of Nodes with Multicommunity Membership for Classification with Graph Convolutional Neural Networks.
Michael W. HopwoodPhuong PhoAlexander V. MantzarisPublished in: Inf. (2021)
Keyphrases
- graph structure
- convolutional neural networks
- directed graph
- pattern recognition
- classification accuracy
- decision trees
- feature extraction
- undirected graph
- support vector
- weighted graph
- training set
- feature vectors
- graph theory
- text classification
- random walk
- machine learning
- classification method
- planar graphs
- graph model
- preprocessing stage
- structured data
- average degree
- directed edges
- convolutional network
- directed acyclic graph
- bipartite graph
- image classification
- graphical models
- supervised learning
- support vector machine
- multiscale
- feature selection