Classification of weighted networks through mesoscale homological features.
Ann SizemoreChad GiustiDanielle S. BassettPublished in: CoRR (2015)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- feature extraction
- classification method
- classification process
- classification models
- feature space
- extracted features
- svm classifier
- discriminative features
- extracting features
- feature weights
- feature values
- decision trees
- text classification
- benchmark datasets
- class labels
- multi layer
- svm classification
- feature analysis
- training set
- support vector
- feature selection
- gender classification
- irrelevant features
- features extraction
- neural network
- feature subset
- pattern recognition
- support vector machine
- image features
- co occurrence
- support vector machine svm
- high dimensionality
- pattern classification
- naive bayes
- eeg signals
- feature construction
- feature representation
- classification scheme
- automatic classification
- training data
- textural features
- data sets
- feature extraction and classification
- betti numbers