Label-Dependent Feature Extraction in Social Networks for Node Classification.
Tomasz KajdanowiczPrzemyslaw KazienkoPiotr DoskoczPublished in: SocInfo (2010)
Keyphrases
- feature extraction
- social networks
- pattern classification
- feature vectors
- image classification
- support vector machine svm
- pattern recognition
- classification accuracy
- class labels
- feature extraction and classification
- preprocessing
- support vector
- automatic classification
- decision trees
- feature selection
- feature space
- extracting features
- text classification
- image feature extraction
- pattern representation
- supervised learning
- support vector machine
- machine learning
- image processing
- extracted features
- social networking
- dimension reduction
- classification method
- social network analysis
- multi label
- directed graph
- wavelet transform
- shortest path
- classification models
- social media
- training samples
- classification scheme
- training set
- face recognition
- neural network
- texture feature extraction
- principal component analysis