An intelligent method for knowledge derived from limited data.
Fengming ChangPublished in: SMC (2005)
Keyphrases
- synthetic data
- prior knowledge
- data analysis
- data sets
- detection method
- high accuracy
- raw data
- missing data
- input data
- data mining techniques
- database
- knowledge discovery
- preprocessing
- correlation analysis
- test data
- concept hierarchy
- statistical information
- missing values
- prior information
- objective function
- knowledge representation
- high quality
- segmentation method
- training data
- statistical methods
- original data
- spectral clustering
- noisy data
- expert knowledge
- user input
- human knowledge
- similarity measure
- cost function
- data collection
- data sources
- data structure
- image data
- data points
- xml documents
- domain knowledge
- computational cost
- probabilistic model
- computational complexity
- decision trees
- knowledge acquisition
- statistical analysis
- data distribution
- expert systems
- feature extraction