PCNN: Deep Convolutional Networks for Short-term Traffic Congestion Prediction

16 March 2020

Papers citing "PCNN: Deep Convolutional Networks for Short-term Traffic Congestion Prediction"

17 / 17 papers shown

Title
CVVLSNet: Vehicle Location and Speed Estimation Using Partial Connected Vehicle Trajectory Data Jiachen Ye Dingyu Wang Shaocheng Jia Xin Pei Zi Yang Yi Zhang S. Wong 61 0 0 30 Sep 2024
Automating Traffic Model Enhancement with AI Research Agent Xusen Guo Xinxi Yang Mingxing Peng Hongliang Lu Meixin Zhu Hai Yang 139 1 0 25 Sep 2024
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction Wenzhao Jiang Jindong Han Hao Liu Tao Tao Naiqiang Tan Hui Xiong MoE 84 11 0 14 Jun 2024
Urban Region Embedding via Multi-View Contrastive Prediction Zechen Li Weiming Huang Kai Zhao Min Yang Yongshun Gong Meng Chen 61 17 0 15 Dec 2023
MLPST: MLP is All You Need for Spatio-Temporal Prediction Zijian Zhang Ze Huang Zhiwei Hu Xiangyu Zhao Wanyu Wang Zitao Liu Junbo Zhang S. Qin Hongwei Zhao AI4TS 46 28 0 23 Sep 2023
Consistent Valid Physically-Realizable Adversarial Attack against Crowd-flow Prediction Models Hassan Ali M. A. Butt F. Filali Ala I. Al-Fuqaha Junaid Qadir AAML 61 2 0 05 Mar 2023
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas Janik-Vasily Benzin Stefanie Rinderle-Ma AI4TS 128 2 0 08 Feb 2023
GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models [Technical Report] Jiabao Jin Peng Cheng Lei Chen Xuemin Lin Weinan Zhang 44 8 0 10 Jan 2022
A Comparative Study on Basic Elements of Deep Learning Models for Spatial-Temporal Traffic Forecasting Y. Shin Yoonjin Yoon AI4TS GNN 60 1 0 15 Nov 2021
PSTN: Periodic Spatial-temporal Deep Neural Network for Traffic Condition Prediction Tiange Wang Zijun Zhang K. Tsui AI4TS 36 6 0 05 Aug 2021
Multi-Graph Convolutional-Recurrent Neural Network (MGC-RNN) for Short-Term Forecasting of Transit Passenger Flow Yuxin He Lishuai Li Xinting Zhu K. Tsui AI4TS 61 59 0 28 Jul 2021
AIST: An Interpretable Attention-based Deep Learning Model for Crime Prediction Yeasir Rayhan T. Hashem 43 24 0 16 Dec 2020
Event Prediction in the Big Data Era: A Systematic Survey Liang Zhao AI4TS 102 56 0 19 Jul 2020
TTDM: A Travel Time Difference Model for Next Location Prediction Qingjie Liu Yixuan Zuo Xiaohui Yu Meng Chen 29 3 0 16 Mar 2020
TraLFM: Latent Factor Modeling of Traffic Trajectory Data Meng Chen Xiaohui Yu Yang Liu 13 6 0 16 Mar 2020
Incorporating dynamicity of transportation network with multi-weight traffic graph convolutional network for traffic forecasting Y. Shin Yoonjin Yoon AI4TS 93 57 0 16 Sep 2019
Deep Learning for Spatio-Temporal Data Mining: A Survey Senzhang Wang Jiannong Cao Philip S. Yu AI4TS 114 571 0 11 Jun 2019