Fuzzy-Rough Set Based Nearest Neighbor Clustering Classification Algorithm.
Xiangyang WangJie YangXiaolong TengNingsong PengPublished in: FSKD (1) (2005)
Keyphrases
- classification algorithm
- nearest neighbor
- k nearest neighbor
- knn
- fuzzy clustering
- clustering algorithm
- training set
- high dimensional data
- nearest neighbor algorithm
- data points
- classification rules
- document classification
- k means
- rough set theory
- clustering method
- membership functions
- concept drift
- support vector machine
- accurate classification
- class labels
- classification method
- high dimensional
- rough sets
- hierarchical classification
- training phase
- fuzzy sets
- naive bayes
- nearest neighbor search
- fuzzy rules
- classifier ensemble
- support vector machine svm
- text categorization
- text classification
- fuzzy logic
- bayesian networks
- feature selection
- data sets
- database
- unsupervised learning
- decision boundary
- multi label classification
- input features
- learning algorithm
- information retrieval
- neural network