Sales Forecasting with Partial Recurrent Neural Networks: Empirical Insights and Benchmarking Results.

Moritz Müller-Navarra Stefan Lessmann Stefan Voss

Published 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