New Techniques for Data Reduction in a Database System for Knowledge Discovery Applications.
Akhil KumarPublished in: J. Intell. Inf. Syst. (1998)
Keyphrases
- data reduction
- knowledge discovery
- database systems
- databases
- data analysis
- data mining
- instance selection
- association rules
- data model
- representative subset
- rough set theory
- data mining techniques
- text mining
- machine learning
- information retrieval
- data sources
- database
- feature selection
- data compression
- data sets
- image data
- expert systems
- decision trees
- text classification
- knowledge discovery and data mining