SST-GCN: The Sequential based Spatio-Temporal Graph Convolutional networks for Minute-level and Road-level Traffic Accident Risk Prediction
Fuente:
arXiv
Guardado en:
| Autores principales: | Kim, Tae-wook, Lee, Han-jin, Jung, Hyeon-Jin, Yang, Ji-Woong, Hong, Ellen J. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Deformable Dynamic Convolution for Accurate yet Efficient Spatio-Temporal Traffic Prediction
por: Jin, Hyeonseok, et al.
Publicado: (2025)
por: Jin, Hyeonseok, et al.
Publicado: (2025)
WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting
por: Theodoropoulos, Theodoros, et al.
Publicado: (2024)
por: Theodoropoulos, Theodoros, et al.
Publicado: (2024)
THeGCN: Temporal Heterophilic Graph Convolutional Network
por: Yan, Yuchen, et al.
Publicado: (2024)
por: Yan, Yuchen, et al.
Publicado: (2024)
Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction
por: Dong, Pingping, et al.
Publicado: (2024)
por: Dong, Pingping, et al.
Publicado: (2024)
TrafficKAN-GCN: Graph Convolutional-based Kolmogorov-Arnold Network for Traffic Flow Optimization
por: Zhang, Jiayi, et al.
Publicado: (2025)
por: Zhang, Jiayi, et al.
Publicado: (2025)
Spatio-Temporal Road Traffic Prediction using Real-time Regional Knowledge
por: Han, Sumin, et al.
Publicado: (2024)
por: Han, Sumin, et al.
Publicado: (2024)
Uncertainty-Aware Probabilistic Graph Neural Networks for Road-Level Traffic Accident Prediction
por: Gao, Xiaowei, et al.
Publicado: (2023)
por: Gao, Xiaowei, et al.
Publicado: (2023)
GTN‐GCN: Real‐Time Traffic Forecasting Using Graph Convolutional Network and Transformer
por: Sadia Naj Jinia, et al.
Publicado: (2025)
por: Sadia Naj Jinia, et al.
Publicado: (2025)
Spatio-Temporal Multi-Subgraph GCN for 3D Human Motion Prediction
por: Wang, Jiexin, et al.
Publicado: (2024)
por: Wang, Jiexin, et al.
Publicado: (2024)
MA2GCN: Multi Adjacency relationship Attention Graph Convolutional Networks for Traffic Prediction using Trajectory data
por: Sun, Zhengke, et al.
Publicado: (2024)
por: Sun, Zhengke, et al.
Publicado: (2024)
STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction
por: Bhaumik, Kishor Kumar, et al.
Publicado: (2022)
por: Bhaumik, Kishor Kumar, et al.
Publicado: (2022)
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network
por: Zhang, Weijia, et al.
Publicado: (2023)
por: Zhang, Weijia, et al.
Publicado: (2023)
IA-GCN: Interactive Graph Convolutional Network for Recommendation
por: Zhang, Yinan, et al.
Publicado: (2022)
por: Zhang, Yinan, et al.
Publicado: (2022)
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction
por: Ji, Jiahao, et al.
Publicado: (2022)
por: Ji, Jiahao, et al.
Publicado: (2022)
STAGNet: A Spatio-Temporal Graph and LSTM Framework for Accident Anticipation
por: Vipulananthan, Vipooshan, et al.
Publicado: (2025)
por: Vipulananthan, Vipooshan, et al.
Publicado: (2025)
Fine-Grained Traffic Inference from Road to Lane via Spatio-Temporal Graph Node Generation
por: Li, Shuhao, et al.
Publicado: (2025)
por: Li, Shuhao, et al.
Publicado: (2025)
DP‐GCN: Integrating GraphCodeBERT and GCN With Contrastive Learning for Software Defect Prediction
por: Xueting Liu, et al.
Publicado: (2026)
por: Xueting Liu, et al.
Publicado: (2026)
FasterSTS: A Faster Spatio-Temporal Synchronous Graph Convolutional Networks for Traffic flow Forecasting
por: Dai, Ben-Ao, et al.
Publicado: (2025)
por: Dai, Ben-Ao, et al.
Publicado: (2025)
DG-STMTL: A Novel Graph Convolutional Network for Multi-Task Spatio-Temporal Traffic Forecasting
por: Cui, Wanna, et al.
Publicado: (2025)
por: Cui, Wanna, et al.
Publicado: (2025)
Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction
por: Kralj, Ivan, et al.
Publicado: (2024)
por: Kralj, Ivan, et al.
Publicado: (2024)
Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction
por: Izadi, Mohammad, et al.
Publicado: (2024)
por: Izadi, Mohammad, et al.
Publicado: (2024)
STARN-GAT: A Multi-Modal Spatio-Temporal Graph Attention Network for Accident Severity Prediction
por: Nobin, Pritom Ray, et al.
Publicado: (2025)
por: Nobin, Pritom Ray, et al.
Publicado: (2025)
Spatio-Temporal Graph Convolutional Networks: Optimised Temporal Architecture
por: Turner, Edward
Publicado: (2025)
por: Turner, Edward
Publicado: (2025)
Rethinking Spatio-Temporal Transformer for Traffic Prediction:Multi-level Multi-view Augmented Learning Framework
por: Lin, Jiaqi, et al.
Publicado: (2024)
por: Lin, Jiaqi, et al.
Publicado: (2024)
Efficient Traffic Prediction Through Spatio-Temporal Distillation
por: Zhang, Qianru, et al.
Publicado: (2025)
por: Zhang, Qianru, et al.
Publicado: (2025)
GraFSTNet: Graph-based Frequency SpatioTemporal Network for Cellular Traffic Prediction
por: Li, Ziyi, et al.
Publicado: (2026)
por: Li, Ziyi, et al.
Publicado: (2026)
RSTGCN: Railway-centric Spatio-Temporal Graph Convolutional Network for Train Delay Prediction
por: Chowdhury, Koyena, et al.
Publicado: (2025)
por: Chowdhury, Koyena, et al.
Publicado: (2025)
Graph Pruning Based Spatial and Temporal Graph Convolutional Network with Transfer Learning for Traffic Prediction
por: Jing, Zihao
Publicado: (2024)
por: Jing, Zihao
Publicado: (2024)
AI-Driven Road Accident Detection and Severity Prediction with Geo Temporal Intelligence
por: Prashoharan, Premasiri, Wathsala, Sathsarani, Herath, Prashoharan, Premasiri, Wathsala, Sathsarani, Herath
Publicado: (2025)
por: Prashoharan, Premasiri, Wathsala, Sathsarani, Herath, Prashoharan, Premasiri, Wathsala, Sathsarani, Herath
Publicado: (2025)
Joint Graph Convolution and Sequential Modeling for Scalable Network Traffic Estimation
por: Jiang, Nan, et al.
Publicado: (2025)
por: Jiang, Nan, et al.
Publicado: (2025)
RegionGCN: Spatial-Heterogeneity-Aware Graph Convolutional Networks
por: Guo, Hao, et al.
Publicado: (2025)
por: Guo, Hao, et al.
Publicado: (2025)
Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity
por: Chen, Minxiao, et al.
Publicado: (2024)
por: Chen, Minxiao, et al.
Publicado: (2024)
Treatment Gap in Mental Health Care for Victims of Road Traffic Accidents
por: Paul A. Boelen, et al.
Publicado: (2024)
por: Paul A. Boelen, et al.
Publicado: (2024)
Multi-Factor Spatio-Temporal Prediction based on Graph Decomposition Learning
por: Ji, Jiahao, et al.
Publicado: (2023)
por: Ji, Jiahao, et al.
Publicado: (2023)
AT‐SPNet: A Personalized Federated Spatio‐Temporal Modeling Method for Cross‐City Traffic Prediction
por: Ying Wang, et al.
Publicado: (2026)
por: Ying Wang, et al.
Publicado: (2026)
Tran-GCN: A Transformer-Enhanced Graph Convolutional Network for Person Re-Identification in Monitoring Videos
por: Hong, Xiaobin, et al.
Publicado: (2024)
por: Hong, Xiaobin, et al.
Publicado: (2024)
IBB Traffic Graph Data: Benchmarking and Road Traffic Prediction Model
por: Olug, Eren, et al.
Publicado: (2024)
por: Olug, Eren, et al.
Publicado: (2024)
AtGCN: A Graph Convolutional Network For Ataxic Gait Detection
por: Bania, Karan, et al.
Publicado: (2024)
por: Bania, Karan, et al.
Publicado: (2024)
Positional-aware Spatio-Temporal Network for Large-Scale Traffic Prediction
por: Chen, Runfei
Publicado: (2026)
por: Chen, Runfei
Publicado: (2026)
OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction
por: Li, Zhonghang, et al.
Publicado: (2024)
por: Li, Zhonghang, et al.
Publicado: (2024)
Ejemplares similares
-
Deformable Dynamic Convolution for Accurate yet Efficient Spatio-Temporal Traffic Prediction
por: Jin, Hyeonseok, et al.
Publicado: (2025) -
WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting
por: Theodoropoulos, Theodoros, et al.
Publicado: (2024) -
THeGCN: Temporal Heterophilic Graph Convolutional Network
por: Yan, Yuchen, et al.
Publicado: (2024) -
Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction
por: Dong, Pingping, et al.
Publicado: (2024) -
TrafficKAN-GCN: Graph Convolutional-based Kolmogorov-Arnold Network for Traffic Flow Optimization
por: Zhang, Jiayi, et al.
Publicado: (2025)