| H-FLTN: A Privacy-Preserving Hierarchical Framework for Electric Vehicle Spatio-Temporal Charge Prediction | Feb 25, 2025 | Demand ForecastingFederated Learning | —Unverified | 0 |
| Demand Forecasting for Electric Vehicle Charging Stations using Multivariate Time-Series Analysis | Feb 22, 2025 | Decision MakingDemand Forecasting | —Unverified | 0 |
| Forecasting time series with constraints | Feb 14, 2025 | Additive modelsBenchmarking | CodeCode Available | 0 |
| A Novel Hybrid Approach to Contraceptive Demand Forecasting: Integrating Point Predictions with Probabilistic Distributions | Feb 13, 2025 | Demand ForecastingHumanitarian | —Unverified | 0 |
| The Potential of Large Language Models in Supply Chain Management: Advancing Decision-Making, Efficiency, and Innovation | Jan 26, 2025 | Decision MakingDemand Forecasting | —Unverified | 0 |
| Optimizing Supply Chain Networks with the Power of Graph Neural Networks | Jan 7, 2025 | Demand ForecastingGraph Representation Learning | —Unverified | 0 |
| Automated Demand Forecasting in small to medium-sized enterprises | Dec 29, 2024 | Additive modelsDemand Forecasting | —Unverified | 0 |
| A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment | Dec 19, 2024 | Bayesian OptimizationDemand Forecasting | —Unverified | 0 |
| LLMForecaster: Improving Seasonal Event Forecasts with Unstructured Textual Data | Dec 3, 2024 | Demand ForecastingTime Series | —Unverified | 0 |
| Enhanced N-BEATS for Mid-Term Electricity Demand Forecasting | Dec 2, 2024 | Demand ForecastingLoad Forecasting | —Unverified | 0 |
| SPADE Split Peak Attention DEcomposition | Nov 6, 2024 | Demand Forecasting | —Unverified | 0 |
| Leveraging Microservices Architecture for Dynamic Pricing in the Travel Industry: Algorithms, Scalability, and Impact on Revenue and Customer Satisfaction | Nov 3, 2024 | Demand Forecasting | —Unverified | 0 |
| LTPNet Integration of Deep Learning and Environmental Decision Support Systems for Renewable Energy Demand Forecasting | Oct 20, 2024 | Deep LearningDemand Forecasting | —Unverified | 0 |
| Exploring Quantum Neural Networks for Demand Forecasting | Oct 19, 2024 | Demand Forecasting | —Unverified | 0 |
| Demand Forecasting in Supply Chain Management for Rossmann Stores Using Weather Enhanced Deep Learning Model | Oct 2, 2024 | Demand ForecastingManagement | —Unverified | 0 |
| Towards Universal Large-Scale Foundational Model for Natural Gas Demand Forecasting | Sep 24, 2024 | Contrastive LearningDemand Forecasting | —Unverified | 0 |
| Leveraging Graph Neural Networks to Forecast Electricity Consumption | Aug 30, 2024 | Demand Forecasting | —Unverified | 0 |
| Predicting travel demand of a bike sharing system using graph convolutional neural networks | Aug 18, 2024 | Demand ForecastingManagement | —Unverified | 0 |
| GeoTransformer: Enhancing Urban Forecasting with Dependency Retrieval and Geospatial Attention | Aug 16, 2024 | Demand ForecastingRetrieval | —Unverified | 0 |
| Probabilistic energy forecasting through quantile regression in reproducing kernel Hilbert spaces | Aug 8, 2024 | Demand Forecastingquantile regression | CodeCode Available | 0 |
| Consumer Transactions Simulation through Generative Adversarial Networks | Aug 7, 2024 | Assortment OptimizationDemand Forecasting | —Unverified | 0 |
| Inter-Series Transformer: Attending to Products in Time Series Forecasting | Aug 7, 2024 | Demand ForecastingTime Series | —Unverified | 0 |
| Time series forecasting with high stakes: A field study of the air cargo industry | Jul 29, 2024 | Decision MakingDemand Forecasting | —Unverified | 0 |
| Large Scale Hierarchical Industrial Demand Time-Series Forecasting incorporating Sparsity | Jul 2, 2024 | Demand ForecastingTime Series | CodeCode Available | 0 |
| F-FOMAML: GNN-Enhanced Meta-Learning for Peak Period Demand Forecasting with Proxy Data | Jun 23, 2024 | Demand ForecastingMeta-Learning | —Unverified | 0 |