A survey on addressing high-class imbalance in big data.
Joffrey L. LeevyTaghi M. KhoshgoftaarRichard A. BauderNaeem SeliyaPublished in: J. Big Data (2018)
Keyphrases
- big data
- class imbalance
- active learning
- data analysis
- class distribution
- cloud computing
- data management
- data processing
- cost sensitive
- business intelligence
- cost sensitive learning
- big data analytics
- social media
- imbalanced datasets
- concept drift
- minority class
- high dimensionality
- knowledge discovery
- feature selection
- sampling methods
- data mining
- databases
- information processing
- data warehousing
- real world