From Data to Knowledge: Method-Specific Transformations.
Michael J. DonahooJ. William MurdockAshok K. GoelShamkant B. NavatheEdward OmiecinskiPublished in: ISMIS (1997)
Keyphrases
- synthetic data
- prior knowledge
- raw data
- input data
- training samples
- knowledge discovery
- missing data
- data mining process
- domain experts
- test data
- statistical methods
- data mining techniques
- data analysis
- training data
- statistical analysis
- information loss
- noisy data
- detection method
- domain knowledge
- missing values
- database
- data sets
- human experts
- high accuracy
- expert knowledge
- data processing
- image data
- data points
- dynamic programming
- significant improvement
- preprocessing
- data mining
- neural network
- extracted knowledge
- correlation analysis
- human knowledge
- prior information
- original data
- em algorithm
- data collection
- knowledge acquisition
- knowledge representation
- data sources
- cost function
- learning algorithm