Clustering high-dimensional data via random sampling and consensus.
Panagiotis A. TraganitisKonstantinos SlavakisGeorgios B. GiannakisPublished in: GlobalSIP (2014)
Keyphrases
- random sampling
- clustering high dimensional data
- active learning
- high dimensional
- subspace clustering
- high dimensional data
- sampling algorithm
- sample size
- sampling procedure
- sampling methods
- sliding window
- random projections
- random sample
- random samples
- query by committee
- probability distribution
- neural network
- reservoir sampling
- stratified sampling
- robust estimator
- generalization error
- high dimensionality
- nearest neighbor
- training data