Parallel batch k-means for Big data clustering.
Rasim M. AlguliyevRamiz M. AliguliyevLyudmila V. SukhostatPublished in: Comput. Ind. Eng. (2021)
Keyphrases
- big data
- k means
- clustering algorithm
- clustering method
- cloud computing
- hierarchical clustering
- spectral clustering
- data clustering
- self organizing maps
- cluster analysis
- data analysis
- data management
- big data analytics
- data processing
- knowledge discovery
- business intelligence
- high volume
- unstructured data
- clustering approaches
- commodity hardware
- data warehousing
- document clustering
- vast amounts of data
- fuzzy k means
- parallel processing
- massive data
- clustering quality
- rough k means
- parallel implementation
- information technology
- database
- data driven decision making
- cluster centers
- decision support
- end users
- social media
- real world
- massive datasets
- initial cluster centers
- user interface
- social networks