Feature selection: Key to enhance node classification with graph neural networks.
Sunil Kumar MauryaXin LiuTsuyoshi MurataPublished in: CAAI Trans. Intell. Technol. (2023)
Keyphrases
- feature selection
- neural network
- classification accuracy
- pattern recognition
- feature extraction
- graph structure
- directed graph
- graph classification
- machine learning
- support vector
- classification models
- feature space
- text classification
- feature selection algorithms
- irrelevant features
- feature set
- support vector machine
- multi layer perceptron
- model selection
- decision trees
- mutual information
- discriminative features
- artificial neural networks
- high dimensionality
- automatic relevance determination
- classification method
- random walk
- method for feature selection
- classification performances
- support vector machine svm
- feature selection and classification
- class separability
- training set
- supervised learning
- image classification
- rule extraction
- feature ranking
- neural networks and support vector machines
- feature subset
- self organizing maps
- structured data
- text categorization
- k nearest neighbor
- knn
- genetic algorithm