Comparing Prophet and Deep Learning to ARIMA in Forecasting Wholesale Food Prices.
Lorenzo MenculiniAndrea MariniMassimiliano ProiettiAlberto GarineiAlessio BozzaCecilia MorettiMarcello MarconiPublished in: CoRR (2021)
Keyphrases
- deep learning
- electricity markets
- short term
- arima model
- unsupervised feature learning
- unsupervised learning
- machine learning
- deep architectures
- exponential smoothing
- autoregressive integrated moving average
- long term
- mental models
- software agents
- weakly supervised
- bidding strategies
- higher order
- moving average
- hybrid model
- supply chain
- demand forecasting
- training data
- clustering algorithm