A Model-Assisted Combined Machine Learning Method for Ionospheric TEC Prediction.
Jiaxuan WengYiran LiuJian WangPublished in: Remote. Sens. (2023)
Keyphrases
- prediction model
- statistical model
- machine learning
- mathematical model
- objective function
- probabilistic model
- evaluation method
- statistical methods
- modeling method
- machine learning methods
- predictive model
- pairwise
- sensitivity analysis
- detection method
- test data
- cost function
- recognition algorithm
- bp neural network
- theoretical analysis
- em algorithm
- input data
- markov model
- linear model
- linear regression model
- hybrid model
- autoregressive
- closed form
- high order
- support vector machine
- parameter estimation
- significant improvement
- study proposes
- prior information
- parameter space
- regression analysis
- energy function
- decision trees
- gaussian distribution
- probability distribution
- learning algorithm
- information extraction
- supervised learning
- model selection
- monte carlo simulation
- network model
- prediction error
- neural network
- segmentation method
- face recognition
- linear regression
- bayesian framework
- tree structure
- optimization method
- classification algorithm
- kalman filter