| Deep Neural Networks for Choice Analysis: A Statistical Learning Theory Perspective | Sep 16, 2019 | Demand ForecastingLearning Theory | —Unverified | 0 |
| Spatiotemporal Multi-Graph Convolution Network for Ride-hailing Demand Forecasting | Jul 17, 2019 | Demand Forecasting | CodeCode Available | 0 |
| Energy Predictive Models with Limited Data using Transfer Learning | Jun 6, 2019 | Demand ForecastingTime Series | —Unverified | 0 |
| Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting | May 27, 2019 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Demand Forecasting from Spatiotemporal Data with Graph Networks and Temporal-Guided Embedding | May 26, 2019 | Demand ForecastingTime Series | CodeCode Available | 0 |
| 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 |
| Influence of introducing high speed railways on intercity travel behavior in Vietnam | Sep 29, 2018 | Demand Forecasting | —Unverified | 0 |
| Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach | Aug 16, 2018 | Demand ForecastingTime Series | —Unverified | 0 |
| Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator | May 23, 2018 | Demand Forecastingparameter estimation | —Unverified | 0 |
| Taxi demand forecasting: A HEDGE based tessellation strategy for improved accuracy | May 17, 2018 | Demand ForecastingTime Series Analysis | —Unverified | 0 |
| Utilizing Device-level Demand Forecasting for Flexibility Markets - Full Version | May 2, 2018 | Demand ForecastingScheduling | —Unverified | 0 |
| ARMDN: Associative and Recurrent Mixture Density Networks for eRetail Demand Forecasting | Mar 10, 2018 | Demand ForecastingTime Series | —Unverified | 0 |
| Australia's long-term electricity demand forecasting using deep neural networks | Jan 7, 2018 | Demand ForecastingManagement | —Unverified | 0 |
| Utilizing artificial neural networks to predict demand for weather-sensitive products at retail stores | Nov 20, 2017 | Demand ForecastingManagement | —Unverified | 0 |
| Multi-way Interacting Regression via Factorization Machines | Sep 27, 2017 | Demand Forecastingregression | CodeCode Available | 0 |
| Approximate Bayesian Inference in Linear State Space Models for Intermittent Demand Forecasting at Scale | Sep 22, 2017 | Bayesian InferenceDemand Forecasting | —Unverified | 0 |
