Application of Rough Sets in k Nearest Neighbours Algorithm for Classification of Incomplete Samples.
Robert K. NowickiBartosz A. NowakMarcin WozniakPublished in: KICSS (2014)
Keyphrases
- rough sets
- classification algorithm
- nearest neighbour
- learning algorithm
- k nearest neighbour
- information entropy
- decision rules
- support vector machine svm
- data sets
- pattern recognition
- classification accuracy
- attribute set
- rough set theory
- training set
- data analysis
- computer vision
- data mining
- fuzzy sets
- feature vectors
- feature space
- data reduction
- bayesian networks
- decision trees
- feature reduction