MR-Mafia: Parallel Subspace Clustering Algorithm Based on MapReduce for Large Multi-dimensional Datasets.
Zhipeng GaoYidan FanKun NiuZhenyi YingPublished in: BigComp (2018)
Keyphrases
- multi dimensional
- clustering algorithm
- subspace clustering
- parallel processing
- parallel computing
- subspace clusters
- high dimensional
- parallel programming
- distributed processing
- high performance data mining
- medical images
- clustering approaches
- multiple dimensions
- image registration
- range queries
- benchmark datasets
- fuzzy clustering
- data clustering
- high dimensional data
- low dimensional
- data parallelism
- database
- clustering method
- high dimensional datasets
- image data
- feature extraction
- mr imaging
- data cube
- clustering analysis
- subspace learning
- massively parallel
- sequential pattern mining
- shared memory
- magnetic resonance
- parallel algorithm
- mr images
- cloud computing
- feature space
- data sets