Sales Forecasting with Partial Recurrent Neural Networks: Empirical Insights and Benchmarking Results.
Moritz Müller-NavarraStefan LessmannStefan VossPublished in: HICSS (2015)
Keyphrases
- recurrent neural networks
- chaotic time series
- forecast models
- neural network
- artificial neural networks
- feed forward
- recurrent networks
- complex valued
- echo state networks
- short term
- reservoir computing
- neural model
- long short term memory
- hidden layer
- feedforward neural networks
- machine learning
- nonlinear dynamic systems
- cascade correlation
- neural models
- data mining
- hebbian learning
- prediction model
- theoretical analysis
- forecasting model
- grey model
- multi object
- support vector regression
- control system