MapReduce-based k-prototypes clustering method for big data.
Mohamed Aymen Ben HajKacemChiheb-Eddine Ben N'cirNadia EssoussiPublished in: DSAA (2015)
Keyphrases
- clustering method
- big data
- cloud computing
- data intensive computing
- data intensive
- data analytics
- data management
- unstructured data
- vast amounts of data
- clustering algorithm
- big data analytics
- clustering analysis
- data processing
- cluster analysis
- fuzzy c means
- subspace clustering
- data analysis
- similarity measure
- social media
- data science
- clustering framework
- knowledge discovery
- hierarchical clustering algorithm
- spectral clustering
- document clustering
- hierarchical clustering
- k means
- affinity propagation
- training set
- databases
- data warehousing
- business intelligence
- relational databases
- massive datasets
- social networks
- real world