ExAnte: Anticipated Data Reduction in Constrained Pattern Mining.
Francesco BonchiFosca GiannottiAlessio MazzantiDino PedreschiPublished in: PKDD (2003)
Keyphrases
- pattern mining
- data reduction
- data mining
- data compression
- pattern discovery
- mining algorithm
- frequent pattern mining
- knowledge discovery
- frequent patterns
- data mining techniques
- feature selection
- graph mining
- classification accuracy
- classification rules
- itemsets
- model selection
- preprocessing
- sequential pattern mining
- rough set theory
- interesting patterns
- data analysis
- domain driven
- clustering algorithm
- representative subset
- sequential patterns
- high dimensionality
- periodic patterns
- data warehouse
- data quality
- dimensionality reduction
- image processing
- learning algorithm
- databases
- closed patterns
- text categorization
- k nearest neighbor