Distributed Feature Selection for Big Data Using Fuzzy Rough Sets.
Linghe KongWenhao QuJiadi YuHua ZuoGuihai ChenFei XiongShirui PanSiyu LinMeikang QiuPublished in: IEEE Trans. Fuzzy Syst. (2020)
Keyphrases
- big data
- fuzzy rough sets
- feature selection
- data intensive
- cloud computing
- data analysis
- big data analytics
- data management
- commodity hardware
- data science
- rough sets
- data warehousing
- social media
- vast amounts of data
- knowledge discovery
- feature extraction
- data processing
- machine learning
- business intelligence
- dimensionality reduction
- attribute reduction
- fuzzy sets
- fuzzy relations
- data analytics
- information technology
- information retrieval
- high dimensionality
- text classification
- data warehouse
- query processing
- database