Improving automatic cardiac arrhythmia classification: Joining temporal-VCG, complex networks and SVM classifier.
Gabriel GarciaGladston J. P. MoreiraEduardo José da S. LuzDavid MenottiPublished in: IJCNN (2016)
Keyphrases
- svm classifier
- complex networks
- support vector machine
- support vector machine svm
- support vector
- image classification
- feature vectors
- svm classification
- network structure
- kernel function
- training set
- heart rate variability
- community detection
- principle component analysis
- social network analysis
- network analysis
- link prediction
- community structure
- multi class
- feature selection
- k nearest neighbor
- decision function
- fold cross validation
- scale free networks
- pattern recognition
- binary classifiers
- scale free
- real world networks
- feature subset
- machine learning
- classification method
- decision trees
- support vector machine classifier
- feature space
- training data
- adaboost classifier
- functional modules
- informative features
- linear discriminant classifier
- mechanism design
- selected features
- biological networks
- ls svm
- semi supervised
- image features
- feature extraction
- face recognition
- image processing
- social networks