Severely imbalanced Big Data challenges: investigating data sampling approaches.
Tawfiq HasaninTaghi M. KhoshgoftaarJoffrey L. LeevyRichard A. BauderPublished in: J. Big Data (2019)
Keyphrases
- big data
- data analysis
- high volume
- data sets
- data processing
- sampling methods
- cloud computing
- massive data
- digital data
- raw data
- real world
- data stores
- data mining techniques
- data science
- social media
- data sources
- knowledge discovery
- information systems
- data visualization
- imbalanced data
- big data analytics
- data intensive computing
- business intelligence
- information processing
- relational databases
- expert systems
- case study
- social networks
- data mining
- databases