Modeling with Insufficient Data to Increase Prediction Stability.
Yao-San LinPublished in: IIAI-AAI (2016)
Keyphrases
- data sets
- database
- data sources
- data analysis
- synthetic data
- small number
- prior knowledge
- image data
- big data
- databases
- historical data
- data points
- neural network
- data quality
- data processing
- missing values
- data mining methods
- prediction error
- models built
- survival analysis
- data objects
- raw data
- spatial data
- missing data
- high dimensional data
- statistical analysis
- data mining techniques
- data warehouse
- high quality
- training data
- metadata
- information systems
- machine learning
- data mining