A fuzzy programming approach for data reduction and privacy in distance-based mining.
Shibnath MukherjeeZhiyuan ChenAryya GangopadhyayPublished in: Int. J. Inf. Comput. Secur. (2008)
Keyphrases
- data reduction
- knowledge discovery
- data compression
- data mining
- fuzzy logic
- fuzzy sets
- instance selection
- data analysis
- preprocessing
- privacy preserving
- representative subset
- high dimensionality
- classification rules
- feature selection
- text mining
- model selection
- outlier detection
- machine learning
- fuzzy rules
- clustering algorithm
- data quality
- classification accuracy
- artificial intelligence
- rough set theory
- data sets
- image processing
- frequent itemsets
- decision trees
- computational complexity
- optical flow