Approaching sales forecasting using recurrent neural networks and transformers.
Iván Vallés-PérezEmilio Soria-OlivasMarcelino Martínez-SoberAntonio J. Serrano-LópezJuan Gómez-SanchísFernando MateoPublished in: CoRR (2022)
Keyphrases
- recurrent neural networks
- forecast models
- chaotic time series
- neural network
- short term
- feed forward
- echo state networks
- recurrent networks
- artificial neural networks
- long short term memory
- feedforward neural networks
- neural model
- complex valued
- hebbian learning
- support vector regression
- reservoir computing
- exchange rate
- customer service
- forecasting model
- nonlinear dynamic systems
- cascade correlation
- hidden layer
- grey model
- fuzzy systems
- closed loop
- back propagation