A Variant of the EMD Method for Multi-Scale Data.
Thomas Y. HouMike P. YanZhaohua WuPublished in: Adv. Data Sci. Adapt. Anal. (2009)
Keyphrases
- synthetic data
- data sets
- input data
- statistical methods
- multiscale
- prior knowledge
- test data
- missing data
- prior information
- neural network
- detection method
- training samples
- original data
- high quality
- pairwise
- feature extraction
- high dimensional data
- statistical analysis
- data collection
- training data
- raw data
- objective function
- noisy data
- dynamic programming
- information loss
- preprocessing
- data quality
- database
- correlation analysis
- missing values
- data mining techniques
- high accuracy
- semi supervised
- knowledge discovery
- data points
- probability distribution
- significant improvement
- data analysis