A-Part: Top-Down Clustering Approach for Mesh of Clusters FPGA.
Khouloud BouazizSonda ChtourouZied MarrakchiAbdulfattah Mohammad ObeidMohamed AbidPublished in: ISDA (2020)
Keyphrases
- clustering algorithm
- hierarchical clustering
- cluster analysis
- overlapping clusters
- clustering method
- k means
- fuzzy clustering
- clustering framework
- graph clustering
- clustering scheme
- data clustering
- unsupervised clustering
- clustering quality
- document clustering
- incremental clustering
- self organizing maps
- clustering approaches
- subspace clustering
- data points
- disjoint clusters
- cluster centers
- hierarchical clustering algorithm
- classical clustering algorithms
- soft clustering
- clustering result
- clustering procedure
- validity measures
- fuzzy k means
- spatial clustering
- density based clustering
- homogeneous groups
- agglomerative hierarchical clustering
- density based clustering algorithm
- constrained clustering
- model based clustering
- kohonen self organizing maps
- high speed
- hierarchical agglomerative clustering
- clustering analysis
- cluster validation
- clusters of arbitrary shapes
- low cost
- spectral clustering
- arbitrary shape
- inter cluster
- affinity propagation
- intra cluster
- similar objects
- hardware design
- data objects
- fuzzy clustering algorithm
- hardware implementation
- cluster structure
- categorical data
- cluster membership
- high dimensional datasets
- validity index
- validity indices
- cluster labels
- high level
- real time