A large margin nearest cluster metric based semisupervised clustering algorithm for brain fibers.
Meiyu HuangYiqiang ChenJunfa LiuWen JiPublished in: GAMENETS (2014)
Keyphrases
- clustering algorithm
- human brain
- clustering approaches
- semi supervised
- data clustering
- brain white matter
- euclidean distance
- hierarchical clustering
- overlapping clusters
- clustering method
- unsupervised clustering
- labeled data
- k means
- brain images
- clustering framework
- data points
- cluster analysis
- disjoint clusters
- metric learning
- diffusion mri
- cluster centers
- cluster labels
- distance function
- white matter
- clustering quality
- density based clustering
- support vector
- meaningful clusters
- semi supervised clustering
- arbitrary shape
- nearest neighbor
- medical images
- distance measure
- spectral clustering
- information processing
- document clustering
- distance metric
- white matter tracts
- maximum variance
- dense regions
- hardi data
- cluster validation
- clustering analysis
- intra cluster
- fiber bundles
- hierarchical clustering algorithm
- fuzzy clustering
- clustering result
- fuzzy c means
- similarity metric
- agglomerative hierarchical clustering
- hierarchical clustering algorithms
- brain tissue
- resting state fmri
- nerve fibers
- diffusion tensor