| STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting | May 24, 2019 | Demand ForecastingGraph-to-Sequence | CodeCode Available | 0 |
| Demand forecasting techniques for build-to-order lean manufacturing supply chains | May 20, 2019 | Demand Forecasting | —Unverified | 0 |
| Think Globally, Act Locally: A Deep Neural Network Approach to High-Dimensional Time Series Forecasting | May 9, 2019 | Demand ForecastingTime Series | CodeCode Available | 0 |
| Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network | Apr 15, 2019 | Demand Forecasting | —Unverified | 0 |
| Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting | Mar 4, 2019 | Demand ForecastingManagement | —Unverified | 0 |
| Ensembling methods for countrywide short term forecasting of gas demand | Jan 31, 2019 | Demand Forecastingfeature selection | —Unverified | 0 |
| Short-term Demand Forecasting for Online Car-hailing Services using Recurrent Neural Networks | Jan 29, 2019 | Demand ForecastingManagement | —Unverified | 0 |
| Spatiotemporal Multi-Graph Convolution Networkfor Ride-hailing Demand Forecasting | Jan 20, 2019 | Demand ForecastingSpatio-Temporal Forecasting | CodeCode Available | 1 |
| Forecasting residential gas demand: machine learning approaches and seasonal role of temperature forecasts | Jan 4, 2019 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Multivariate Arrival Times with Recurrent Neural Networks for Personalized Demand Forecasting | Dec 29, 2018 | Demand ForecastingMarketing | CodeCode Available | 0 |
