Adaptive data reduction for large-scale transaction data.
Xiao-Bai LiVarghese S. JacobPublished in: Eur. J. Oper. Res. (2008)
Keyphrases
- data reduction
- transaction data
- data mining
- data compression
- association rules
- preprocessing
- data analysis
- knowledge discovery
- outlier detection
- itemsets
- data mining techniques
- classification rules
- data mining applications
- classification accuracy
- model selection
- feature selection
- singular value decomposition
- credit card
- fraud detection
- mining association rules
- feature extraction
- real world
- frequent itemsets
- high dimensionality
- rough sets
- data structure
- training data