Adapting Data-Driven Techniques to Improve Surrogate Machine Learning Model Performance.
Huw Rhys JonesAndrei C. PopescuYusuf SulehmanTingting MuPublished in: IEEE Access (2023)
Keyphrases
- data driven
- machine learning
- management system
- probabilistic model
- em algorithm
- statistical model
- theoretical framework
- autoregressive
- theoretical analysis
- probability distribution
- computational model
- similarity measure
- conceptual model
- artificial intelligence
- mathematical model
- parameter estimation
- simulation model
- formal model
- prediction model
- knowledge discovery
- data sets
- prior knowledge
- objective function
- reinforcement learning
- high level
- knowledge base
- genetic algorithm
- information retrieval
- data mining
- neural network