Incremental Reducts Based on Nearest Neighbor Relations and Linear Classifications.
Naohiro IshiiIppei ToriiKazunori IwataKazuya OdagiriToyoshiro NakashimaTokuro MatsuoPublished in: IIAI-AAI (2019)
Keyphrases
- nearest neighbor
- knn
- k nearest neighbor
- rough sets
- high dimensional
- data points
- rough set theory
- databases
- nearest neighbor search
- linear systems
- incremental learning
- high dimensional data
- distance function
- delta bar delta
- greedy algorithm
- decision rules
- classification rules
- semantic relations
- pattern recognition
- feature extraction
- feature selection
- binary relations
- learning algorithm