SPOC learner's final grade prediction based on a novel sampling batch normalization embedded deep neural network method.
Zhuonan LiangZiheng LiuHuaze ShiYunlong ChenYanbin CaiHong HongYating LiangYafan FengYuqing YangJing ZhangPeng FuPublished in: Multim. Tools Appl. (2023)
Keyphrases
- neural network
- preprocessing
- significant improvement
- prediction model
- high accuracy
- learning environment
- similarity measure
- bp neural network
- high precision
- clustering method
- feature set
- neural network is trained
- normalization method
- feed forward neural networks
- dynamic programming
- genetic algorithm
- model selection
- monte carlo
- support vector machine
- probabilistic model
- objective function
- sampling strategy
- e learning
- chaotic time series