Probabilistic forecasting of symbol sequences with deep neural networks.
Michael HauserYiwei FuYue LiShashi PhohaAsok RayPublished in: ACC (2017)
Keyphrases
- neural network
- bayesian networks
- pattern recognition
- short term
- genetic algorithm
- hidden markov models
- artificial neural networks
- neural nets
- back propagation
- uncertain data
- forecasting accuracy
- multi layer
- fuzzy logic
- radial basis function
- long sequences
- early warning
- fuzzy systems
- probabilistic model
- prediction model
- neural network model
- bp neural network
- generative model
- support vector regression
- multilayer perceptron
- conditional probabilities
- variable length
- rbf network
- activation function
- probability theory
- self organizing maps
- long term
- weather forecasting
- backpropagation neural networks
- medium term