Intelligent sampling for big data using bootstrap sampling and chebyshev inequality.
Ashwin SatyanarayanaPublished in: CCECE (2014)
Keyphrases
- big data
- bootstrap sampling
- ensemble methods
- cloud computing
- k nearest neighbor
- knn
- high volume
- data management
- data analysis
- social media
- unstructured data
- business intelligence
- big data analytics
- data science
- data processing
- massive data
- decision support
- nearest neighbor
- knowledge discovery
- prediction accuracy
- data warehousing
- database
- learning algorithm
- management system
- machine learning methods
- data mining
- data analytics
- benchmark datasets
- real world
- supervised learning