Random projections fuzzy c-means (RPFCM) for big data clustering.
Mihail PopescuJames KellerJames C. BezdekAlina ZarePublished in: FUZZ-IEEE (2015)
Keyphrases
- big data
- fuzzy c means
- random projections
- kernel induced
- clustering algorithm
- clustering method
- fuzzy clustering
- k means
- fcm algorithm
- fuzzy clustering algorithm
- hard c means
- document clustering
- fuzzy clustering algorithms
- cluster analysis
- cluster centers
- cloud computing
- cluster validity index
- dimension reduction
- data analysis
- possibilistic c means
- image segmentation
- data management
- dimensionality reduction
- data processing
- random sampling
- sparse representation
- social media
- high dimensionality
- business intelligence
- knowledge discovery
- original data
- feature vectors
- similarity measure
- euclidean distance
- unsupervised learning
- high dimensional data
- membership functions
- neural network
- low dimensional
- object recognition
- feature extraction
- machine learning
- real world