Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system.
Zhong-Sheng ChenQunxiong ZhuYuan XuYan-Lin HeQinglin SuYiqing C. LiuZoltan K. NagyPublished in: Soft Comput. (2021)
Keyphrases
- small sample size
- sample size
- neural network
- high dimensionality
- linear discriminant analysis
- high dimensional
- sample space
- training algorithm
- upper bound
- training set
- microarray data
- virtual environment
- training samples
- high dimensional data
- supervised learning
- microarray
- neural network model
- similarity measure
- multi layer perceptron
- feedforward neural networks
- data sets
- database