Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier.
Mehran AmiriRichard JensenMahdi EftekhariNeil Mac ParthaláinPublished in: FUZZ-IEEE (2016)
Keyphrases
- nearest neighbor classifier
- nearest neighbor
- fuzzy clustering
- prototype selection
- aggregation operators
- training samples
- fuzzy sets
- distance measure
- stochastic gradient
- nearest neighbor classification
- rough sets
- fuzzy set theory
- fuzzy logic
- rough set theory
- complexity measures
- dynamic time warping
- fuzzy rules
- optimum path forest
- membership functions
- particle filter
- fuzzy numbers
- machine learning
- grassmann manifold
- image matching
- feature set
- knn
- pattern recognition