Explore maximal frequent itemsets for big data pre-processing based on small sample in cloud computing.
Gaochao XuYan DingChunyi WuYunan ZhaiJia ZhaoPublished in: ICUMT (2016)
Keyphrases
- big data
- cloud computing
- small sample
- maximal frequent itemsets
- computing resources
- distributed computing
- data management
- sample size
- support vector machine
- itemsets
- service providers
- feature extraction
- unstructured data
- computing technologies
- feature selection
- high dimensional
- frequent itemsets
- data analytics
- commodity hardware
- databases
- knowledge discovery
- query processing
- map reduce
- relational databases
- data streams
- support vector
- data mining