An overview on the roles of fuzzy set techniques in big data processing: Trends, challenges and opportunities.
Hai WangZeshui XuWitold PedryczPublished in: Knowl. Based Syst. (2017)
Keyphrases
- big data
- fuzzy sets
- big data analytics
- data processing
- high volume
- membership functions
- fuzzy set theory
- health informatics
- data intensive computing
- rough sets
- cloud computing
- data management
- data analysis
- fuzzy logic
- data analytics
- fuzzy rules
- fuzzy relations
- fuzzy entropy
- data science
- computational intelligence
- social media
- vast amounts of data
- information processing
- fuzzy rough sets
- interval valued
- fuzzy sets theory
- real time
- membership degrees
- fuzzy reasoning
- membership degree
- fuzzy numbers
- business intelligence
- interval valued fuzzy sets
- databases
- massive datasets
- data warehousing
- knowledge discovery
- data mining
- granular computing
- database management systems
- control system
- upper approximation
- e learning
- decision making
- artificial intelligence
- machine learning
- type fuzzy logic systems