Learning semantics-preserving distance metrics for clustering graphical data.
Aparna S. VardeElke A. RundensteinerCarolina RuizMohammed ManiruzzamanRichard D. Sisson Jr.Published in: MDM@KDD (2005)
Keyphrases
- distance metric
- data points
- training data
- data sets
- learning algorithm
- data analysis
- high dimensional data
- learning process
- prior knowledge
- clustering algorithm
- background knowledge
- unsupervised learning
- reinforcement learning
- learning problems
- active learning
- database
- distance function
- spectral clustering
- learning tasks
- clustering method
- input data
- nearest neighbor
- image features
- training set
- pattern recognition