Helping Novices Avoid the Hazards of Data: Leveraging Ontologies to Improve Model Generalization Automatically with Online Data Sources.
Sasin JanpuangtongDylan A. ShellPublished in: AI Mag. (2016)
Keyphrases
- data sources
- experimental data
- test data
- input data
- data sets
- data processing
- prior knowledge
- data collection
- conceptual model
- data integration
- computational model
- probability distribution
- data model
- data analysis
- data quality
- database
- high level
- learning models
- empirical data
- data mining techniques
- probabilistic model
- data repositories
- training data
- distributed data
- heterogeneous data
- simulation data
- online learning
- xml documents
- data structure
- similarity measure