Wavelet synopsis for data streams: minimizing non-euclidean error.
Sudipto GuhaBoulos HarbPublished in: KDD (2005)
Keyphrases
- data streams
- sliding window
- streaming data
- space efficient
- concept drift
- data sets
- mining frequent itemsets
- data distribution
- stream data
- change detection
- sensor networks
- euclidean space
- sensor data
- multiscale
- error rate
- denoising
- wavelet transform
- mining data streams
- high speed data streams
- outlier detection
- wavelet coefficients
- uncertain data
- frequent itemsets
- itemsets
- stream mining
- continuous data streams
- euclidean distance
- dictionary learning
- continuous queries