Behavior-Based Grade Prediction for MOOCs Via Time Series Neural Networks.
Tsung-Yen YangChristopher G. BrintonCarlee Joe-WongMung ChiangPublished in: IEEE J. Sel. Top. Signal Process. (2017)
Keyphrases
- neural network
- chaotic time series
- mackey glass
- short term prediction
- prediction model
- financial time series
- artificial neural networks to predict
- prediction accuracy
- pattern recognition
- moving average
- non stationary
- radial basis function
- artificial neural networks
- prediction error
- fuzzy logic
- prediction algorithm
- genetic algorithm
- back propagation
- learning analytics
- online learning
- activation function
- radial basis function network
- neural nets
- box jenkins
- rbf network
- exponential smoothing
- neural networks and support vector machines
- neural network ensemble
- elman network
- recurrent neural networks
- bp neural network
- phase space
- multi layer
- multi layer perceptron