A Lossless Data Reduction for Mining Constrained Patterns in n-ary Relations.
Gabriel PoesiaLoïc CerfPublished in: ECML/PKDD (2) (2014)
Keyphrases
- data reduction
- knowledge discovery
- pattern mining
- data mining
- data compression
- frequent patterns
- data mining techniques
- sequential patterns
- classification rules
- data analysis
- preprocessing
- instance selection
- text mining
- classification accuracy
- feature selection
- rough set theory
- model selection
- itemsets
- representative subset
- image compression
- singular value decomposition
- high dimensionality
- data quality
- feature extraction
- computer vision
- bit rate
- dimensionality reduction
- optical flow
- association rules
- image processing