An epistemic approach to model uncertainty in data-graphs.
Sergio AbriolaSantiago CifuentesMaría Vanina MartínezNina PardalEdwin PinPublished in: CoRR (2021)
Keyphrases
- experimental data
- input data
- data sets
- high quality
- prior knowledge
- test data
- missing information
- learning models
- data structure
- data analysis
- image data
- synthetic data
- graph representation
- network structure
- computational model
- database
- high level
- probability distribution
- sensor data
- training data
- raw data
- measured data
- simulation data
- probabilistic model
- mathematical model
- theoretical framework
- data collection
- data processing
- high dimensional data
- statistical analysis
- graph representations
- clustering algorithm
- graph data
- data quality
- statistical methods
- xml documents
- data sources
- missing data