Research on Data Sufficiency and Model Validity toward AI for Critical Systems.
Shintaro HashimotoHaruhiko HiguchiNaoki IshihamaPublished in: SACI (2022)
Keyphrases
- experimental data
- input data
- data sets
- mathematical model
- artificial intelligence
- learning models
- expert knowledge
- test data
- management system
- measured data
- predictive model
- empirical data
- statistical methods
- simulation data
- computational model
- database
- data processing
- computer systems
- training data
- data analysis
- prior knowledge
- intelligent systems
- high level
- raw data
- conceptual model
- expert systems
- missing data
- probability distribution
- synthetic data
- probabilistic model
- image data
- data collection
- storage systems
- machine learning
- learned models
- similarity measure
- finite state machines
- high quality
- data structure
- data quality
- original data
- knowledge discovery
- knowledge based systems