An intelligent pre-estimation method of design time for complex products based on v-SVM.
Yujie ZhengMeiyan LiPublished in: Kybernetes (2021)
Keyphrases
- support vector machine svm
- preprocessing
- support vector machine
- objective function
- support vector
- computational cost
- estimation accuracy
- model selection
- monte carlo simulation
- high accuracy
- hybrid method
- classification method
- probabilistic model
- video sequences
- image segmentation
- design process
- decision function
- selection criterion
- product design
- machine learning
- parameter estimation
- computationally efficient
- feature set
- denoising
- classification accuracy
- artificial neural networks
- feature space
- case study