A Predictive-Reactive Method for Improving the Robustness of Real-Time Data Services.
Jisu OhKyoung-Don KangPublished in: IEEE Trans. Knowl. Data Eng. (2013)
Keyphrases
- synthetic data
- input data
- real time
- data sets
- statistical methods
- data acquisition
- data structure
- data collection
- service providers
- end users
- high accuracy
- data processing
- correlation analysis
- computational efficiency
- test data
- training samples
- significant improvement
- data points
- preprocessing
- data analysis
- data sources
- prior knowledge
- noisy data
- database
- missing data
- original data
- decision trees
- knowledge discovery
- predictive model
- prior information
- training data
- missing values
- high quality
- data streams
- segmentation method
- detection method
- neural network
- data management