Building Trend Fuzzy Granulation-Based LSTM Recurrent Neural Network for Long-Term Time-Series Forecasting.
Yuqing TangFusheng YuWitold PedryczXiyang YangJiayin WangShihu LiuPublished in: IEEE Trans. Fuzzy Syst. (2022)
Keyphrases
- recurrent neural networks
- long term
- long short term memory
- neuro fuzzy
- artificial neural networks
- neural network
- feed forward
- short term
- reservoir computing
- complex valued
- echo state networks
- recurrent networks
- fuzzy sets
- feedforward neural networks
- fuzzy clustering
- information granules
- fuzzy inference system
- fuzzy controller
- concept lattice
- membership functions
- fuzzy numbers
- fuzzy systems
- hidden layer
- fuzzy neural network
- fuzzy rules
- fuzzy model
- rough sets
- soft computing
- input output
- computational intelligence
- fuzzy logic
- decision making
- training data
- nonlinear dynamic systems
- expert systems
- rough fuzzy
- rule generation
- fuzzy reasoning
- neural model
- granular computing