Scaling out big data missing value imputations: pythia vs. godzilla.
Christos AnagnostopoulosPeter TriantafillouPublished in: KDD (2014)
Keyphrases
- big data
- missing values
- incomplete data
- incomplete data sets
- missing data
- data analysis
- data processing
- cloud computing
- big data analytics
- data imputation
- business intelligence
- high volume
- high dimensional data
- data management
- social media
- data science
- vast amounts of data
- unstructured data
- knowledge discovery
- massive data
- data warehousing
- bayesian networks
- database
- massive datasets
- association rules
- rows and columns
- imputation methods
- databases
- business analytics
- neural network
- multiple imputation
- real world
- em algorithm
- management system