Classification of Normal and Pathological Brain Networks Based on Similarity in Graph Partitions.
Anvar KurmukovYulia DodonovaLeonid ZhukovPublished in: ICDM Workshops (2016)
Keyphrases
- pattern classification
- classification accuracy
- machine learning
- feature extraction
- social networks
- biological networks
- classification method
- distance function
- support vector machine svm
- random walk
- feature vectors
- feature space
- similarity measure
- decision trees
- brain connectivity
- fully connected
- equivalence classes
- eeg signals
- classification algorithm
- support vector
- support vector machine
- knn
- directed acyclic graph
- graph model
- euclidean distance
- graph partitioning
- clustering algorithm
- feature set