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Spatio-Temporal Forecasting

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Showing 51–87 of 87 papers

TitleStatusHype
FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning—0
Gated Ensemble of Spatio-temporal Mixture of Experts for Multi-task Learning in Ride-hailing System—0
GEPS: Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning—0
Gini-regularized Optimal Transport with an Application to Spatio-Temporal Forecasting—0
HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting—0
HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting—0
It is all Connected: A New Graph Formulation for Spatio-Temporal Forecasting—0
Large Language Models for Forecasting and Anomaly Detection: A Systematic Literature Review—0
Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting—0
Learning with Calibration: Exploring Test-Time Computing of Spatio-Temporal Forecasting—0
Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach—0
Physics-Coupled Spatio-Temporal Active Learning for Dynamical Systems—0
RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting—0
Reprogramming Foundational Large Language Models(LLMs) for Enterprise Adoption for Spatio-Temporal Forecasting Applications: Unveiling a New Era in Copilot-Guided Cross-Modal Time Series Representation Learning—0
Rethinking Spatio-Temporal Transformer for Traffic Prediction:Multi-level Multi-view Augmented Learning Framework—0
SAMSGL: Series-Aligned Multi-Scale Graph Learning for Spatio-Temporal Forecasting—0
Sparse Decomposition of Graph Neural Networks—0
Spatio-Temporal Forecasting With Gridded Remote Sensing Data Using Feed-Backward Decoding—0
Spatiotemporal Forecasting of Traffic Flow using Wavelet-based Temporal AttentionCode0
SERT: A Transfomer Based Model for Spatio-Temporal Sensor Data with Missing Values for Environmental MonitoringCode0
SG-PALM: a Fast Physically Interpretable Tensor Graphical ModelCode0
AZ-whiteness test: a test for uncorrelated noise on spatio-temporal graphsCode0
STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement LearningCode0
Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder ArchitectureCode0
Enhancing Topological Dependencies in Spatio-Temporal Graphs with Cycle Message Passing BlocksCode0
Low-rank Adaptation for Spatio-Temporal ForecastingCode0
Infinite-dimensional next-generation reservoir computingCode0
Geolocation Representation from Large Language Models are Generic Enhancers for Spatio-Temporal LearningCode0
Deep Integro-Difference Equation Models for Spatio-Temporal ForecastingCode0
Deep Forecast: Deep Learning-based Spatio-Temporal ForecastingCode0
Bilinear Spatiotemporal Fusion Network: An efficient approach for traffic flow predictionCode0
On the importance of stationarity, strong baselines and benchmarks in transport prediction problemsCode0
Temporal Graph MLP Mixer for Spatio-Temporal ForecastingCode0
REGIONAL DATASETS FOR AIR QUALITY MONITORING IN EUROPEAN CITIESCode0
Unleashing Realistic Air Quality Forecasting: Introducing the Ready-to-Use PurpleAirSF DatasetCode0
Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta LearningCode0
M4Fog: A Global Multi-Regional, Multi-Modal, and Multi-Stage Dataset for Marine Fog Detection and Forecasting to Bridge Ocean and AtmosphereCode0
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