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Demand Forecasting

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Showing 51–75 of 212 papers

TitleStatusHype
Leveraging World Events to Predict E-Commerce Consumer Demand under AnomalyCode0
Short-term power load forecasting for integrated energy system based on a residual and attentive LSTM-TCN hybrid network—0
Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks—0
Any-Quantile Probabilistic Forecasting of Short-Term Electricity DemandCode0
GNN-based Probabilistic Supply and Inventory Predictions in Supply Chain Networks—0
Improving Demand Forecasting in Open Systems with Cartogram-Enhanced Deep Learning—0
Scalable Spatiotemporal Prediction with Bayesian Neural FieldsCode2
Graph Construction with Flexible Nodes for Traffic Demand PredictionCode0
A Scalable and Transferable Time Series Prediction Framework for Demand Forecasting—0
Revolutionizing Retail Analytics: Advancing Inventory and Customer Insight with AI—0
mshw, a forecasting library to predict short-term electricity demand based on multiple seasonal Holt-Winters—0
Probabilistic Demand Forecasting with Graph Neural Networks—0
HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling for Long-Term Forecasting—0
Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System—0
Deep Convolutional Neural Networks for Short-Term Multi-Energy Demand Prediction of Integrated Energy Systems—0
Causal Forecasting for Pricing—0
Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand SystemsCode0
Adaptive Dependency Learning Graph Neural NetworksCode0
Textual-Knowledge-Guided Numerical Feature Discovery Method for Power Demand Forecasting—0
Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System—0
One Model Fits All: Cross-Region Taxi-Demand Forecasting—0
XRMDN: An Extended Recurrent Mixture Density Network for Short-Term Probabilistic Rider Demand Forecasting with High Volatility—0
Electricity Demand Forecasting through Natural Language Processing with Long Short-Term Memory Networks—0
Encoding Seasonal Climate Predictions for Demand Forecasting with Modular Neural Network—0
Communication-Efficient Design of Learning System for Energy Demand Forecasting of Electrical VehiclesCode0
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