A weighted SOM for classifying data with instance-varying importance.
Peter SarlinPublished in: Int. J. Mach. Learn. Cybern. (2014)
Keyphrases
- synthetic data
- original data
- data collection
- data analysis
- data mining techniques
- input space
- data processing
- data sources
- high quality
- neural network
- training data
- input data
- statistical methods
- data distribution
- experimental data
- databases
- data structure
- data objects
- database
- data quality
- knowledge discovery
- data points
- probability distribution
- prior knowledge
- statistical analysis
- raw data
- data sets
- missing data
- labeled data
- decision trees
- small number
- training set