Classification Supported by Community-Aware Node Features.
Bogumil KaminskiPawel PralatFrançois ThébergeSebastian ZajacPublished in: COMPLEX NETWORKS (2) (2023)
Keyphrases
- classification accuracy
- classification method
- feature extraction
- feature vectors
- feature set
- classification models
- classification process
- feature space
- benchmark datasets
- feature analysis
- svm classifier
- extracting features
- feature values
- image features
- text classification
- feature representation
- co occurrence
- support vector machine svm
- class labels
- extracted features
- automatic classification
- feature construction
- features extraction
- machine learning
- svm classification
- classification rate
- feature extraction and classification
- highly discriminative
- feature selection
- decision trees
- feature subset
- pattern classification
- pattern recognition
- high dimensionality
- feature selection algorithms
- image classification
- category labels
- low level
- support vector machine
- multiple classifiers
- gender classification
- dimensionality reduction
- classification rules
- directed graph
- multiple features
- classification scheme
- online communities