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

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

16 March 2020
Meng Chen
Xiaohui Yu
Yang Liu
ArXiv (abs)PDFHTML

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
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
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
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
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
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
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
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]
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
A Comparative Study on Basic Elements of Deep Learning Models for Spatial-Temporal Traffic Forecasting
Y. Shin
Yoonjin Yoon
AI4TSGNN
60
1
0
15 Nov 2021
PSTN: Periodic Spatial-temporal Deep Neural Network for Traffic
  Condition Prediction
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
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
59
58
0
28 Jul 2021
AIST: An Interpretable Attention-based Deep Learning Model for Crime
  Prediction
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
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
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
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
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
Deep Learning for Spatio-Temporal Data Mining: A Survey
Senzhang Wang
Jiannong Cao
Philip S. Yu
AI4TS
114
571
0
11 Jun 2019
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