Data Reduction and Noise Filtering for Predicting Times Series.
Gongde GuoHui WangDavid A. BellPublished in: WAIM (2002)
Keyphrases
- data reduction
- noise filtering
- data compression
- noise reduction
- data analysis
- preprocessing
- denoising
- filtering method
- data preprocessing
- data mining
- knowledge discovery
- phase unwrapping
- low signal to noise ratio
- noise detection
- classification accuracy
- feature selection
- classification rules
- rough set theory
- singular value decomposition
- high dimensionality
- databases
- data quality
- model selection
- dimensionality reduction
- rough sets
- image reconstruction
- low dimensional
- knn
- high quality
- data sets