Deep Sequence Learning with Auxiliary Information for Traffic Prediction

Deep Sequence Learning with Auxiliary Information for Traffic Prediction

13 June 2018

Douglas McIlwraith

Papers citing "Deep Sequence Learning with Auxiliary Information for Traffic Prediction"

17 / 17 papers shown

Title
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 83 0 0 02 Apr 2025
STContext: A Multifaceted Dataset for Developing Context-aware Spatio-temporal Crowd Mobility Prediction Models Liyue Chen Jiangyi Fang Tengfei Liu Fangyuan Gao Leye Wang AI4TS 31 0 0 08 Jan 2025
Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities M. Neun Christian Eichenberger Yanan Xin Cheng Fu Nina Wiedemann Henry Martin M. Tomko Lukas Ambühl L. Hermes Michael K Kopp OT 32 4 0 17 Feb 2023
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models F. Liu Haowen Liu Wenzhao Jiang OOD 64 33 0 05 Oct 2022
Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction Fang Zheng Le Wang Sanping Zhou Wei Tang Zhenxing Niu N. Zheng G. Hua AI4TS 21 33 0 31 Jul 2021
$π$ -ROAD: a Learn-as-You-Go Framework for On-Demand Emergency Slices in V2X Scenarios Armin Okic Lanfranco Zanzi Vincenzo Sciancalepore A. Redondi X. Costa 22 21 0 11 Dec 2020
Deep Learning for Road Traffic Forecasting: Does it Make a Difference? Eric L. Manibardo I. Laña Javier Del Ser AI4TS 32 67 0 02 Dec 2020
KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting Jiawei Zhu Xing Han Hanhan Deng Chao Tao Ling Zhao Pu Wang Tao Lin Haifeng Li AI4TS 29 99 0 26 Nov 2020
AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting Jiawei Zhu Chao Tao Hanhan Deng Ling Zhao Qiongjie Wang Tao Lin Haifeng Li GNN AI4TS 29 123 0 22 Nov 2020
ARENA: A Data-driven Radio Access Networks Analysis of Football Events Lanfranco Zanzi Vincenzo Sciancalepore A. Garcia-Saavedra Xavier Costa Pérez G. Agapiou Hans D. Schotten 13 4 0 19 Oct 2020
On the Inclusion of Spatial Information for Spatio-Temporal Neural Networks Rodrigo de Medrano J. Aznarte 29 15 0 15 Jul 2020
Hybrid Spatio-Temporal Graph Convolutional Network: Improving Traffic Prediction with Navigation Data Rui Dai Shenkun Xu Qian Gu Chenguang Ji Kaikui Liu AI4TS 24 101 0 23 Jun 2020
A Spatio-Temporal Spot-Forecasting Framework for Urban Traffic Prediction Rodrigo de Medrano J. Aznarte AI4TS 27 23 0 31 Mar 2020
Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution Yang Liu Fanyou Wu B. Yu Zhiyuan Liu Jieping Ye AI4TS 25 6 0 11 Nov 2019
Deep Learning for Spatio-Temporal Data Mining: A Survey Senzhang Wang Jiannong Cao Philip S. Yu AI4TS 26 549 0 11 Jun 2019
Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting Zhiyong Cui Kristian C. Henrickson Ruimin Ke Ziyuan Pu Yinhai Wang GNN AI4TS 42 738 0 20 Feb 2018
TensorLayer: A Versatile Library for Efficient Deep Learning Development Hao Dong A. Supratak Luo Mai Fangde Liu A. Oehmichen Simiao Yu Yike Guo 59 114 0 26 Jul 2017