| Scalable Spatiotemporal Prediction with Bayesian Neural Fields | Mar 12, 2024 | Bayesian InferenceDemand Forecasting | CodeCode Available | 2 | 5 |
| Graph Neural Networks in Supply Chain Analytics and Optimization: Concepts, Perspectives, Dataset and Benchmarks | Nov 13, 2024 | Anomaly DetectionDemand Forecasting | CodeCode Available | 2 | 5 |
| A deep inverse reinforcement learning approach to route choice modeling with context-dependent rewards | Jun 18, 2022 | Computational EfficiencyDemand Forecasting | CodeCode Available | 1 | 5 |
| Graph Neural Network for Traffic Forecasting: A Survey | Jan 27, 2021 | Demand ForecastingGraph Attention | CodeCode Available | 1 | 5 |
| Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction | Jun 30, 2022 | Demand ForecastingGraph Representation Learning | CodeCode Available | 1 | 5 |
| Spatiotemporal Multi-Graph Convolution Networkfor Ride-hailing Demand Forecasting | Jan 20, 2019 | Demand ForecastingSpatio-Temporal Forecasting | CodeCode Available | 1 | 5 |
| Additive stacking for disaggregate electricity demand forecasting | May 20, 2020 | Demand ForecastingManagement | CodeCode Available | 1 | 5 |
| Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking | Jun 17, 2024 | BenchmarkingDemand Forecasting | CodeCode Available | 1 | 5 |
| Deep Spatio-Temporal Forecasting of Electrical Vehicle Charging Demand | Jun 21, 2021 | Demand ForecastingSpatio-Temporal Forecasting | CodeCode Available | 1 | 5 |
| FreshRetailNet-50K: A Stockout-Annotated Censored Demand Dataset for Latent Demand Recovery and Forecasting in Fresh Retail | May 22, 2025 | Demand ForecastingImputation | CodeCode Available | 1 | 5 |
| Multi-way Interacting Regression via Factorization Machines | Sep 27, 2017 | Demand Forecastingregression | CodeCode Available | 0 | 5 |
| ADFormer: Aggregation Differential Transformer for Passenger Demand Forecasting | Jun 3, 2025 | Demand ForecastingDenoising | CodeCode Available | 0 | 5 |
| Leveraging World Events to Predict E-Commerce Consumer Demand under Anomaly | May 22, 2024 | Demand ForecastingTime Series | CodeCode Available | 0 | 5 |
| Multivariate Arrival Times with Recurrent Neural Networks for Personalized Demand Forecasting | Dec 29, 2018 | Demand ForecastingMarketing | CodeCode Available | 0 | 5 |
| Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand | Apr 26, 2024 | Demand ForecastingTime Series | CodeCode Available | 0 | 5 |
| Large Scale Hierarchical Industrial Demand Time-Series Forecasting incorporating Sparsity | Jul 2, 2024 | Demand ForecastingTime Series | CodeCode Available | 0 | 5 |
| PM-Gati Shakti: Advancing India's Energy Future through Demand Forecasting -- A Case Study | Jul 30, 2023 | Demand ForecastingScheduling | CodeCode Available | 0 | 5 |
| Graph Construction with Flexible Nodes for Traffic Demand Prediction | Mar 1, 2024 | ClusteringComputational Efficiency | CodeCode Available | 0 | 5 |
| Adaptive Dependency Learning Graph Neural Networks | Dec 6, 2023 | Demand ForecastingTime Series | CodeCode Available | 0 | 5 |
| Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems | Dec 14, 2023 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes | Oct 7, 2019 | Anomaly DetectionDemand Forecasting | CodeCode Available | 0 | 5 |
| Forecasting railway ticket demand with search query open data | Nov 23, 2022 | Demand ForecastingTime Series | CodeCode Available | 0 | 5 |
| Communication-Efficient Design of Learning System for Energy Demand Forecasting of Electrical Vehicles | Sep 4, 2023 | Demand ForecastingFederated Learning | CodeCode Available | 0 | 5 |
| Demand Forecasting from Spatiotemporal Data with Graph Networks and Temporal-Guided Embedding | May 26, 2019 | Demand ForecastingTime Series | CodeCode Available | 0 | 5 |
| Forecasting time series with constraints | Feb 14, 2025 | Additive modelsBenchmarking | CodeCode Available | 0 | 5 |
