Graph-Based Feature Selection in Classification: Structure and Node Dynamic Mechanisms.
Fan ChengChangjun ZhouXudong LiuQijun WangJianfeng QiuLei ZhangPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2023)
Keyphrases
- feature selection
- classification accuracy
- feature space
- support vector
- classification models
- machine learning
- feature extraction
- feature set
- support vector machine
- method for feature selection
- text classification
- model selection
- feature selection algorithms
- discriminative features
- high dimensionality
- dynamic environments
- feature reduction
- graph structure
- decision trees
- classification algorithm
- small sample
- informative features
- pattern recognition
- multi class
- data sets
- feature ranking
- unsupervised feature selection
- feature subset selection
- class separability
- data pre processing
- classification performances
- tree structure
- support vector machine svm
- knn
- supervised learning
- feature subset
- microarray data
- class labels
- accurate classification
- irrelevant features
- text categorization
- k nearest neighbor
- image classification
- dimensionality reduction
- feature selection and classification