INTEGRATED SPATIAL-TEMPORAL FEATURE ALIGNMENT WITH GRAPH CONVOLUTIONAL AND GATED RECURRENT NETWORK FOR TRAFFIC FLOW PREDICTION

The datasets support deep learning-based methodologies for traffic congestion forecasting, real-time network optimization, and spatio-temporal analysis. They can be used in: Graph Convolutional Networks (GCNs) Gated Recurrent Units (GRUs) Spatio-Temporal Feature Extraction Neural Network-based Traffic Prediction Models

Publication Details

Journal
Open Science Framework
Published
2025-01-01
DOI
https://doi.org/10.17605/osf.io/e24a6
Primary Topic
Traffic Prediction and Management Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

INTEGRATED SPATIAL-TEMPORAL FEATURE ALIGNMENT WITH GRAPH CONVOLUTIONAL AND GATED RECURRENT NETWORK FOR TRAFFIC FLOW PREDICTION

Open Science Framework
Traffic Prediction and Management Techniques
article

INTEGRATED SPATIAL-TEMPORAL FEATURE ALIGNMENT WITH GRAPH CONVOLUTIONAL AND GATED RECURRENT NETWORK FOR TRAFFIC FLOW PREDICTION

article en

Abstract

The datasets support deep learning-based methodologies for traffic congestion forecasting, real-time network optimization, and spatio-temporal analysis. They can be used in: Graph Convolutional Networks (GCNs) Gated Recurrent Units (GRUs) Spatio-Temporal Feature Extraction Neural Network-based Traffic Prediction Models

Open Science Framework
Openalex Percentile: Top 56%
Traffic Prediction and Management Techniques
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INTEGRATED SPATIAL-TEMPORAL FEATURE ALIGNMENT WITH GRAPH CONVOLUTIONAL AND GATED RECURRENT NETWORK FOR TRAFFIC FLOW PREDICTION · Open Science Framework (2025) | TGRS Research Map | TGRS