When stakes are high: Balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates.
Roel HenckaertsKatrien AntonioMarie-Pier CôtéPublished in: Expert Syst. Appl. (2022)
Keyphrases
- data driven
- computational model
- mathematical model
- management system
- high level
- probabilistic model
- wide range
- machine learning
- neural network
- formal model
- high precision
- probability distribution
- experimental data
- high accuracy
- theoretical framework
- data sets
- network model
- real time
- statistical model
- process model
- theoretical analysis
- image registration
- prior knowledge
- expert systems
- information systems