Discovery of Exogenous Variables in Data with More Variables Than Observations.
Yasuhiro SogawaShohei ShimizuAapo HyvärinenTakashi WashioTeppei ShimamuraSeiya ImotoPublished in: ICANN (1) (2010)
Keyphrases
- data sets
- data structure
- database
- data processing
- observational data
- input variables
- data sources
- synthetic data
- small number
- data analysis
- neural network
- experimental data
- statistical analysis
- input data
- data points
- high quality
- data collection
- random variables
- variable selection
- explanatory variables
- data mining
- image data
- knowledge discovery
- sensor data
- missing values
- hidden variables
- prior knowledge
- continuous variables
- exploratory analysis