One-Pass Wavelet Decompositions of Data Streams.
Anna C. GilbertYannis KotidisS. MuthukrishnanMartin StraussPublished in: IEEE Trans. Knowl. Data Eng. (2003)
Keyphrases
- data streams
- sliding window
- wavelet transform
- denoising
- sensor networks
- multiscale
- streaming data
- concept drift
- sensor data
- wavelet coefficients
- multiresolution
- data distribution
- singular value decomposition
- multiresolution analysis
- stream data
- change detection
- mining data streams
- data streaming
- data sets
- continuous queries
- wavelet analysis
- decomposition methods
- power spectrum
- data stream mining
- wavelet neural network
- image coder
- stream processing
- image coding
- itemsets
- wavelet decomposition
- relational databases
- wavelet domain
- stream mining
- heavy hitters
- outlier detection
- wavelet tree
- reservoir sampling