Generation of reducts based on nearest neighbor relation.

Naohiro Ishii Ippei Torii Toyoshiro Nakashima Kazunori Iwata

Published in: SNPD (2014)

Keyphrases

nearest neighbor
k nearest neighbor
knn
rough sets
high dimensional
nearest neighbor search
generation process

rough set theory
training set
high dimensional data
greedy algorithm
index structure
distance function

nearest neighbor algorithm
dominance relation
decision rules
website
neural network
classification rules

face recognition
genetic algorithm
data mining
binary relations
equivalence relation
data sets