Random Projection Clustering on Streaming Data.
Lee A. CarraherPhilip A. WilseyAnindya MoitraSayantan DeyPublished in: ICDM Workshops (2016)
Keyphrases
- streaming data
- random projections
- streaming time series
- data streams
- document clustering
- anomaly detection
- concept drift
- sliding window
- clustering algorithm
- dimensionality reduction
- clustering method
- data distribution
- k means
- high dimensional data
- high dimensionality
- unsupervised learning
- dimension reduction
- random sampling
- hash functions
- sparse representation
- similarity search
- original data
- cluster analysis
- principal component analysis
- computer vision
- signal processing