Robust clustering by detecting density peaks and assigning points based on fuzzy weighted K-nearest neighbors.
Juanying XieHongchao GaoWeixin XieXiaohui LiuPhilip W. GrantPublished in: Inf. Sci. (2016)
Keyphrases
- k nearest neighbor
- knn
- nearest neighbor
- cluster centroids
- data points
- k nearest
- knn algorithm
- possibilistic c means
- arbitrary shape
- nearest neighbor algorithm
- query point
- k nearest neighbour
- fuzzy clustering
- knn classification
- clustering algorithm
- support vector machine
- input space
- k means
- distance function
- text classification
- classification algorithm
- fuzzy rules
- distance computation
- neural network
- nearest neighbour
- fuzzy sets
- point sets
- high dimensional data
- bayes error
- training set
- distance metric
- high dimensional
- data sets