Intelligent rating method of tunnel surrounding rock based on one-dimensional convolutional neural network.
Gang YangTianbin LiChunchi MaLubo MengHang ZhangJunjie MaPublished in: J. Intell. Fuzzy Syst. (2022)
Keyphrases
- high accuracy
- computational cost
- synthetic data
- convolutional neural network
- high precision
- multi dimensional
- significant improvement
- preprocessing
- theoretical analysis
- multiscale
- optimization method
- neural network
- cost function
- support vector machine
- computational complexity
- feature set
- mutual information
- objective function
- detection method
- mathematical model
- decision trees