Incremental attribute reduction algorithm for big data using MapReduce.
Ping LvJin QianXiaodong YuePublished in: J. Comput. Methods Sci. Eng. (2016)
Keyphrases
- big data
- cloud computing
- attribute reduction algorithm
- data intensive
- information entropy
- data analytics
- data intensive computing
- rough sets
- rough set theory
- attribute reduction
- decision table
- data analysis
- discernibility matrix
- data management
- big data analytics
- unstructured data
- data processing
- business intelligence
- data science
- knowledge discovery
- knowledge reduction
- social media
- vast amounts of data
- data warehousing
- concept lattice
- data mining
- case study
- neural network
- massive datasets
- machine learning
- artificial intelligence
- pattern recognition
- database
- decision rules
- support vector machine