Fast data reduction by space partitioning via convex hull and MBR computation.
Thomas GiorginisStefanos OugiaroglouGeorgios EvangelidisDimitris A. DervosPublished in: Pattern Recognit. (2022)
Keyphrases
- convex hull
- data reduction
- space partitioning
- data compression
- knowledge discovery
- preprocessing
- data analysis
- data mining
- index structure
- classification accuracy
- model selection
- feature selection
- high dimensional spaces
- point sets
- similarity search
- rough set theory
- quadtree
- data quality
- pattern recognition
- high dimensionality
- decision trees
- singular value decomposition
- classification rules
- feature extraction
- training samples
- data sets
- rough sets
- training data
- computer vision
- training set
- neural network