Smoothed LSTM-AE: A spatio-temporal deep model for multiple time-series missing imputation.
Dong LiLinhao LiXianling LiZhiwu KeQinghua HuPublished in: Neurocomputing (2020)
Keyphrases
- spatio temporal
- probabilistic model
- computational model
- statistical model
- cost function
- dynamic time warping
- management system
- experimental data
- spatial and temporal
- autoregressive moving average
- neural network
- spatio temporal data
- temporal sequences
- autoregressive
- hybrid model
- recurrent neural networks
- missing values
- theoretical analysis
- probability distribution
- prior knowledge
- objective function
- bayesian networks
- image sequences
- high level