The Importance of Local Labels Distribution and Dominance for Node Classification in Graph Neural Networks.
Asmaa RassilHiba ChougradHamid ZouakiPublished in: ICMLA (2020)
Keyphrases
- neural network
- pattern recognition
- directed graph
- training set
- graph structure
- class labels
- pattern classification
- genetic algorithm
- training data
- support vector
- classification algorithm
- support vector machine svm
- supervised learning
- edge weights
- class membership
- decision trees
- training process
- multi layer perceptron
- labeling scheme
- machine learning
- tree structure
- fuzzy logic
- classification accuracy
- pairwise
- feature space
- feature extraction
- training samples
- bipartite graph
- graph theory
- text classification
- rule extraction
- path length
- label propagation
- labeled graphs