Dimensionality Reduction in Surrogate Modeling: A Review of Combined Methods.
Chun Kit Jeffery HouKamran BehdinanPublished in: Data Sci. Eng. (2022)
Keyphrases
- dimensionality reduction
- significant improvement
- computer vision
- feature extraction
- benchmark datasets
- high dimensional data
- data mining techniques
- empirical studies
- probabilistic model
- simple linear
- literature review
- statistical models
- neural network
- computational cost
- search algorithm
- decision trees
- learning algorithm