Nonparametric Clustering with Distance Dependent Hierarchies.
Soumya GhoshMichalis RaptisLeonid SigalErik B. SudderthPublished in: UAI (2014)
Keyphrases
- clustering algorithm
- clustering method
- k means
- distance metric
- dirichlet process mixture models
- dissimilarity measure
- information theoretic
- fuzzy clustering
- machine learning
- distance measure
- self organizing maps
- data sets
- similarity function
- hierarchical clustering
- distance function
- unsupervised learning
- data points
- parametric models
- distance transform
- density estimation
- clustering approaches
- affinity measure
- data clustering
- document clustering
- hierarchical structure
- high dimensional data
- data driven
- dimensionality reduction
- neural network