Faithful Density-Peaks Clustering via Matrix Computations on MPI Parallelization System.
Ji XuTianlong XiaoJinye YangPanpan ZhuPublished in: CoRR (2024)
Keyphrases
- message passing interface
- clustering algorithm
- density based clustering algorithm
- k means
- parallel implementation
- shared memory
- clustering method
- general purpose
- cluster analysis
- distributed memory
- hierarchical clustering
- parallel algorithm
- parallel computation
- similarity matrix
- data clustering
- parallel processing
- self organizing maps
- matrix multiplication
- message passing
- high dimensional data
- unsupervised learning
- spectral clustering
- information theoretic
- low rank
- density function
- categorical data
- markov chain
- parallel computing
- arbitrary shape
- document clustering
- linear algebra
- singular value decomposition
- covariance matrix
- data partitioning
- rows and columns
- graphical models
- hough transform