Hierarchical (Deep) Echo State Networks with Uncertainty Quantification for Spatio-Temporal Forecasting.
Patrick L. McDermottChristopher K. WiklePublished in: CoRR (2018)
Keyphrases
- spatio temporal
- echo state networks
- recurrent neural networks
- spatial and temporal
- short term
- space time
- inherent uncertainty
- hierarchical model
- image sequences
- moving objects
- decision theory
- spatial temporal
- spatio temporal data
- data sets
- incomplete information
- financial time series
- spatio temporal patterns
- weather forecasting
- hierarchical clustering
- uncertain data
- human actions
- expert systems
- artificial intelligence
- genetic algorithm
- machine learning
- neural network