Uncertainty-Aware Deep Attention Recurrent Neural Network for Heterogeneous Time Series Imputation.
Linglong QianZina M. IbrahimRichard J. B. DobsonPublished in: CoRR (2024)
Keyphrases
- recurrent neural networks
- chaotic time series
- echo state networks
- neural network
- feed forward
- recurrent networks
- missing data
- missing values
- reservoir computing
- hidden layer
- complex valued
- long short term memory
- artificial neural networks
- multivariate time series
- uncertain data
- visual attention
- non stationary
- neural model
- hebbian learning
- feedforward neural networks
- activation function
- belief functions
- back propagation