RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework

19 February 2020

Papers citing "RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework"

25 / 25 papers shown

Title
LISA: Learning-Integrated Space Partitioning Framework for Traffic Accident Forecasting on Heterogeneous Spatiotemporal Data Bang An Xun Zhou Amin Vahedian Nick Street Jinping Guan Jun Luo 59 0 0 19 Dec 2024
Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis Xiwen Chen Sayed Pedram Haeri Boroujeni Xin Shu Huayu Li Abolfazl Razi GNN 30 1 0 04 Nov 2024
Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity Minxiao Chen Haitao Yuan Nan Jiang Zhifeng Bao Shangguang Wang 38 4 0 29 Jul 2024
SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction Xiaowei Gao James Haworth Ilya Ilyankou Xianghui Zhang Tao Cheng Stephen Law Huanfa Chen 25 0 0 24 Jul 2024
Recent Advances in Traffic Accident Analysis and Prediction: A Comprehensive Review of Machine Learning Techniques Noushin Behboudi Sobhan Moosavi R. Ramnath 19 4 0 20 Jun 2024
Unifying Lane-Level Traffic Prediction from a Graph Structural Perspective: Benchmark and Baseline Shuhao Li Yue Cui Jingyi Xu Libin Li Lingkai Meng Weidong Yang Fan Zhang Xiaofang Zhou AI4TS 22 1 0 22 Mar 2024
ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution Zhen-Qiang Zhou Qihe Huang Binwu Wang Jianpeng Hou Kuo Yang Yuxuan Liang Yang Wang AI4TS 30 2 0 04 Mar 2024
Statistical and Machine Learning Models for Predicting Fire and Other Emergency Events Dilli Prasad Sharma Nasim Beigi-Mohammadi Hongxiang Geng Dawn Dixon Rob Madro Phil Emmenegger Carlos Tobar Jeff Li Alberto Leon-Garcia 13 1 0 14 Feb 2024
CrashFormer: A Multimodal Architecture to Predict the Risk of Crash Amin Karimi Monsefi Pouya Shiri Ahmad Mohammadshirazi Nastaran Karimi Monsefi Ron Davies Sobhan Moosavi R. Ramnath HAI 23 6 0 07 Feb 2024
Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization Haonan Yuan Qingyun Sun Xingcheng Fu Ziwei Zhang Cheng Ji Hao Peng Jianxin Li OOD 25 16 0 18 Nov 2023
Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis Abhinav Nippani Dongyue Li Haotian Ju Haris N. Koutsopoulos Hongyang R. Zhang GNN 44 6 0 31 Oct 2023
Uncertainty-Aware Probabilistic Graph Neural Networks for Road-Level Traffic Accident Prediction Xiaowei Gao Xinke Jiang Dingyi Zhuang Huanfa Chen Shenhao Wang Stephen Law James Haworth 20 7 0 10 Sep 2023
Safety in Traffic Management Systems: A Comprehensive Survey Wenlu Du Ankan Dash Jing Li Hua Wei Guiling Wang 19 14 0 11 Aug 2023
STS-CCL: Spatial-Temporal Synchronous Contextual Contrastive Learning for Urban Traffic Forecasting Lincan Li Kaixiang Yang Feng Luo Jichao Bi AI4TS 19 2 0 05 Jul 2023
STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction Xunlian Luo Chunjiang Zhu Detian Zhang Qing Li GNN AI4TS 26 6 0 02 Jul 2023
Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation Qianru Zhang Chao Huang Lianghao Xia Zheng Wang Siu-keung Yiu Ruihua Han AI4TS 48 13 0 19 Jun 2023
LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction Jiawei Jiang Chengkai Han Wenjun Jiang Wayne Xin Zhao Jingyuan Wang AI4TS AI4CE 42 7 0 27 Apr 2023
TAP: A Comprehensive Data Repository for Traffic Accident Prediction in Road Networks Baixiang Huang Bryan Hooi Kai Shu 13 6 0 17 Apr 2023
AutoSTL: Automated Spatio-Temporal Multi-Task Learning Zijian Zhang Xiangyu Zhao Hao Miao Chunxu Zhang Hongwei Zhao Junbo Zhang AI4TS 31 19 0 16 Apr 2023
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey G. Jin Yuxuan Liang Yuchen Fang Zezhi Shao Jincai Huang Junbo Zhang Yu Zheng AI4TS AI4CE 83 181 0 25 Mar 2023
Traffic Accident Risk Forecasting using Contextual Vision Transformers Khaled Saleh Artur Grigorev Adriana-Simona Mihaita ViT 23 10 0 20 Sep 2022
Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics Zhengyang Zhou Yang Kuo Wei Sun Binwu Wang Mingxing Zhou Yunan Zong Yang Wang AI4TS 24 3 0 17 Aug 2022
HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data Bang An Amin Vahedian Xun Zhou W. Street Yanhua Li 11 7 0 07 Mar 2022
Joint-bone Fusion Graph Convolutional Network for Semi-supervised Skeleton Action Recognition Zhigang Tu Jiaxu Zhang Hongyan Li Yujin Chen Junsong Yuan 32 76 0 08 Feb 2022
Graph Neural Network for Traffic Forecasting: A Survey Weiwei Jiang Jiayun Luo GNN AI4TS AI4CE 10 835 0 27 Jan 2021