A new approach for accurate distributed cluster analysis for Big Data: competitive K-Means.
Rui Máximo EstevesThomas J. HackerChunming RongPublished in: Int. J. Big Data Intell. (2014)
Keyphrases
- cluster analysis
- big data
- k means
- data analysis
- clustering method
- data clustering
- categorical data
- clustering algorithm
- cloud computing
- commodity hardware
- business intelligence
- social media
- data visualization
- data management
- fuzzy clustering
- hierarchical latent class models
- data processing
- cluster validity
- data mining
- clustering result
- partitional clustering
- data science
- knowledge discovery
- big data analytics
- fuzzy c means
- unsupervised learning
- data warehousing
- clustering quality
- hierarchical clustering
- data sets
- spectral clustering
- database
- probabilistic model
- latent class models
- information retrieval