Attribute Reduction for Massive Data Based on Rough Set Theory and MapReduce.
Yong YangZhengrong ChenZhu LiangGuoyin WangPublished in: RSKT (2010)
Keyphrases
- massive data
- attribute reduction
- rough set theory
- rough sets
- decision table
- knowledge reduction
- data mining applications
- big data
- cloud computing
- rough set model
- variable precision rough set model
- discernibility matrix
- decision rules
- knowledge discovery
- rough sets theory
- information entropy
- attribute reduction algorithm
- fuzzy rough sets
- data analysis
- concept lattice
- attribute set
- granular computing
- data sets
- data mining
- neural network
- pattern recognition
- equivalence relation
- fuzzy sets
- rule extraction
- artificial intelligence
- machine learning
- rough fuzzy
- real world
- rule sets
- feature extraction