An Ensemble Model Based on Adaptive Noise Reducer and Over-Fitting Prevention LSTM for Multivariate Time Series Forecasting.
Fagui LiuMuqing CaiLiangming WangYunsheng LuPublished in: IEEE Access (2019)
Keyphrases
- parameter estimation
- least squares
- model fitting
- noise level
- noise suppression
- neural network
- spatially adaptive
- noisy data
- switching median filter
- random noise
- noise free
- noise reduction
- data driven
- random forest
- random forests
- median filter
- noise model
- artificial neural networks
- recurrent neural networks
- ensemble classifier
- high dimensional
- training data