Deep learning with long short-term memory networks and random forests for demand forecasting in multi-channel retail

Keyphrases

• ARIMAX 33%
• CA Model 33%
• Deep Learning 100%
• Demand Forecasting 100%
• Explanatory Variables 33%
• Forecast Horizon 33%
• Forecasting Performance 66%
• Forecasting Techniques 66%
• Long Short-term Memory Network 100%
• Model Complex 33%
• Multichannel Retail 100%
• Multichannel Retailers 33%
• Multiple Regression 33%
• Multivariate Data 33%
• Neural Network 33%
• Offline Channels 33%
• Offline-online 33%
• Online Channel 33%
• Performance Metrics 33%
• Random Forest 100%
• Retail Sales Forecasting 33%

Social Sciences

• Long Short-Term Memory Network 100%
• Multiple Regression 33%