CUDA-Based Parallelization of Power Iteration Clustering for Large Datasets.
Gustavo Rodrigues Lacerda SilvaRafael Ribeiro de MedeirosBrayan Rene Acevedo JaimesCarla Caldeira TakahashiDouglas Alexandre Gomes VieiraAntônio de Pádua BragaPublished in: IEEE Access (2017)
Keyphrases
- clustering algorithm
- clustering approaches
- general purpose
- high dimensional datasets
- k means
- data mining tasks
- synthetic datasets
- synthetic and real datasets
- categorical data
- information theoretic
- shared memory
- power consumption
- real time
- hierarchical clustering
- clustering method
- objective function
- data sets
- graph theoretic
- parallel implementation
- data clustering
- fuzzy clustering
- document clustering
- high dimensional data
- unsupervised learning
- high dimensional
- synthetic and real life datasets