An informational distance for estimating the faithfulness of a possibility distribution, viewed as a family of probability distributions, with respect to data.
Mathieu SerrurierHenri PradePublished in: Int. J. Approx. Reason. (2013)
Keyphrases
- probability distribution
- data sets
- high quality
- data distribution
- image data
- random variables
- data structure
- data processing
- data collection
- complex data
- raw data
- synthetic data
- high dimensional data
- database
- statistical analysis
- experimental data
- training data
- original data
- data quality
- neural network
- input data
- computer systems
- small number
- data sources
- bayesian networks
- social networks
- uniformly distributed
- marginal distributions