Approaching sales forecasting using recurrent neural networks and transformers.
Iván Vallés-PérezEmilio Soria-OlivasMarcelino Martínez-SoberAntonio J. Serrano-LópezJuan Gómez-SanchísFernando MateoPublished in: Expert Syst. Appl. (2022)
Keyphrases
- recurrent neural networks
- forecast models
- chaotic time series
- neural network
- short term
- feed forward
- complex valued
- artificial neural networks
- neural model
- reservoir computing
- feedforward neural networks
- hidden layer
- echo state networks
- forecasting model
- recurrent networks
- hebbian learning
- cascade correlation
- support vector regression
- long term
- model selection
- nonlinear dynamic systems
- real time
- decision making
- partial discharge
- pose estimation
- long short term memory