Time series prediction with input noise based on the ESN and the EM and its industrial applications.
Ying LiuLong ChenYunchong LiJun ZhaoWei WangPublished in: Expert Syst. Appl. (2023)
Keyphrases
- industrial applications
- recurrent neural networks
- input data
- industrial systems
- random noise
- artificial neural networks
- systems engineering
- noise reduction
- neural network model
- missing data
- non stationary
- neural network
- signal to noise ratio
- noisy data
- probabilistic model
- em algorithm
- maximum likelihood
- function approximation
- noise level
- expectation maximization
- additive noise
- parameter estimation
- computational modeling
- noise model
- ls svm
- median filter
- prediction model
- generative model
- mixture model
- unsupervised learning