A Novel Method with Stacking Learning of Data-Driven Soft Sensors for Mud Concentration in a Cutter Suction Dredger.
Bin WangShi-dong FanPan JiangHan-hua ZhuTing XiongWei WeiZhenlong FangPublished in: Sensors (2020)
Keyphrases
- data driven
- learning scheme
- prior knowledge
- learning algorithm
- learning process
- learning systems
- unsupervised learning
- data sets
- classification accuracy
- learning tasks
- training samples
- dynamic programming
- cost function
- preprocessing
- significant improvement
- active learning
- support vector machine
- supervised learning
- high accuracy
- pairwise
- em algorithm
- objective function
- clustering method
- clustering algorithm
- sensor data
- high precision
- e learning
- neural network