Visualizing changes in the structure of data for exploratory feature selection.
Elias PampalkWerner GoeblGerhard WidmerPublished in: KDD (2003)
Keyphrases
- data processing
- feature selection
- data analysis
- database
- data sets
- data mining algorithms
- synthetic data
- prior knowledge
- image data
- network structure
- mutual information
- data sources
- high quality
- training data
- machine learning
- data mining
- irrelevant features
- original data
- raw data
- statistical methods
- databases
- data distribution
- neural network
- sensor data
- data structure
- high dimensional data
- data mining techniques
- text mining
- knowledge discovery
- probability distribution