Towards an efficient real-time kernel function stream clustering method via shared nearest-neighbor density for the IIoT.
Ruohe HuangRuliang XiaoWeifu ZhuPing GongJinhui ChenImad RidaPublished in: Inf. Sci. (2021)
Keyphrases
- clustering method
- kernel function
- nearest neighbor
- high dimensional
- kernel methods
- support vector
- feature space
- k nearest neighbor
- input space
- hierarchical clustering
- support vector machine
- spectral clustering
- clustering algorithm
- k means
- knn
- document clustering
- decision boundary
- fuzzy c means
- cluster analysis
- subspace clustering
- polynomial kernels
- dissimilarity measure
- high dimensional data
- data streams
- high dimensional feature space
- kernel learning
- kernel matrix
- training set
- data points
- feature set
- reproducing kernel hilbert space
- distance function
- affinity propagation
- similarity measure
- gaussian kernels
- clustering result
- multiple kernel learning
- kernel parameters
- image processing
- graph clustering
- face recognition
- feature extraction
- semi supervised
- low dimensional
- unsupervised learning