Prediction Model for Back-Bead Monitoring During Gas Metal Arc Welding Using Supervised Deep Learning.
Chengnan JinSeungmin ShinJiyoung YuSehun RheePublished in: IEEE Access (2020)
Keyphrases
- prediction model
- deep learning
- welding process
- unsupervised learning
- restricted boltzmann machine
- weakly supervised
- machine learning
- unsupervised feature learning
- regression model
- supervised learning
- semi supervised
- bp neural network
- neural network
- learning algorithm
- exponential smoothing
- deep architectures
- decision support
- stepwise regression
- multiscale
- feature selection
- mental models
- training data
- dimensionality reduction
- superpixels
- domain specific