Classification of weighted networks through mesoscale homological features.
Ann SizemoreChad GiustiDanielle S. BassettPublished in: J. Complex Networks (2017)
Keyphrases
- classification accuracy
- feature extraction
- feature set
- feature vectors
- classification method
- classification process
- feature space
- classification models
- extracting features
- features extraction
- extracted features
- feature analysis
- benchmark datasets
- feature values
- gender classification
- image features
- pattern recognition
- automatic classification
- support vector
- feature weights
- social networks
- data sets
- class labels
- image classification
- svm classifier
- decision trees
- feature selection
- svm classification
- feature extraction and classification
- irrelevant features
- feature construction
- high dimensionality
- feature representation
- feature selection algorithms
- co occurrence
- knn
- low level
- machine learning
- discriminative features
- multi layer
- feature subset
- face recognition
- feature reduction
- decision tree classifiers