Applications of deep learning in traffic congestion detection,
prediction and alleviation: A survey

Applications of deep learning in traffic congestion detection, prediction and alleviation: A survey

19 February 2021

Papers citing "Applications of deep learning in traffic congestion detection, prediction and alleviation: A survey"

13 / 13 papers shown

Title
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian-jun Sun Wei Ma 66 1 0 27 Mar 2025
GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems Haowen Xu Jinghui Yuan Anye Zhou Guanhao Xu Wan Li Xuegang Ban Xinyue Ye 21 8 0 31 Aug 2024
Context-aware knowledge graph framework for traffic speed forecasting using graph neural network Yatao Zhang Yi Wang Song Gao Martin Raubal AI4TS 32 1 0 25 Jul 2024
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction Wenzhao Jiang Jindong Han Hao Liu Tao Tao Naiqiang Tan Hui Xiong MoE 29 8 0 14 Jun 2024
A Sparse Cross Attention-based Graph Convolution Network with Auxiliary Information Awareness for Traffic Flow Prediction Lingqiang Chen Qinglin Zhao Guanghui Li Mengchu Zhou Chenglong Dai Yiming Feng GNN 17 0 0 14 Dec 2023
Attention-based Dynamic Graph Convolutional Recurrent Neural Network for Traffic Flow Prediction in Highway Transportation Tianpu Zhang Weilong Ding Mengda Xing GNN AI4TS 19 0 0 13 Sep 2023
Short Run Transit Route Planning Decision Support System Using a Deep Learning-Based Weighted Graph Nadav Shalit Michael Fire Dima Kagan Eran Ben-Elia 20 0 0 24 Aug 2023
Uncertainty Quantification for Image-based Traffic Prediction across Cities Alexander Timans Nina Wiedemann Nishant Kumar Ye Hong Martin Raubal 16 1 0 11 Aug 2023
Deep Learning based Computer Vision Methods for Complex Traffic Environments Perception: A Review Talha Azfar Jinlong Li Hongkai Yu R. Cheu Yisheng Lv Ruimin Ke 20 21 0 09 Nov 2022
Vision Paper: Causal Inference for Interpretable and Robust Machine Learning in Mobility Analysis Yanan Xin Natasa Tagasovska F. Pérez-Cruz Martin Raubal 35 10 0 18 Oct 2022
Multimodal and Crossmodal AI for Smart Data Analysis Minh-Son Dao 14 3 0 03 Sep 2022
Traffic Forecasting on Traffic Moving Snippets Nina Wiedemann Martin Raubal AI4TS 16 2 0 27 Oct 2021
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,903 0 13 Jun 2015