Generating Social Network Features for Link-Based Classification.
Jun KaramonYutaka MatsuoHikaru YamamotoMitsuru IshizukaPublished in: PKDD (2007)
Keyphrases
- feature set
- feature vectors
- classification accuracy
- classification method
- social networks
- classification process
- feature extraction
- feature space
- extracted features
- classification models
- feature analysis
- gender classification
- decision trees
- svm classifier
- extracting features
- pattern classification
- high dimensionality
- pattern recognition
- feature extraction and classification
- benchmark datasets
- decision tree classifiers
- irrelevant features
- class labels
- category labels
- features extraction
- svm classification
- co occurrence
- image classification
- text classification
- feature subset
- machine learning
- feature representation
- social influence
- discriminative features
- image features
- feature construction
- spam detection
- low level
- training samples
- feature weights
- classification algorithm
- false positives