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A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep
  Learning

A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning

6 March 2018
Shengdong Du
Tianrui Li
Xun Gong
S. Horng
    AI4TS
ArXivPDFHTML

Papers citing "A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning"

8 / 8 papers shown
Title
A comparative study of deep learning and ensemble learning to extend the horizon of traffic forecasting
A comparative study of deep learning and ensemble learning to extend the horizon of traffic forecasting
Xiao Zheng
Saeed Asadi Bagloee
Majid Sarvi
AI4TS
38
0
0
30 Apr 2025
Enhancing short-term traffic prediction by integrating trends and fluctuations with attention mechanism
Enhancing short-term traffic prediction by integrating trends and fluctuations with attention mechanism
A. Das
Agnimitra Sengupta
S. I. Guler
AI4TS
19
0
0
28 Apr 2025
Network-wide Multi-step Traffic Volume Prediction using Graph
  Convolutional Gated Recurrent Neural Network
Network-wide Multi-step Traffic Volume Prediction using Graph Convolutional Gated Recurrent Neural Network
Lei Lin
Weizi Li
Lei Zhu
GNN
AI4TS
9
5
0
22 Nov 2021
Multistep traffic speed prediction: A deep learning based approach using
  latent space mapping considering spatio-temporal dependencies
Multistep traffic speed prediction: A deep learning based approach using latent space mapping considering spatio-temporal dependencies
Shatrughan Modi
J. Bhattacharya
P. Basak
14
24
0
03 Nov 2021
Research on facial expression recognition based on Multimodal data
  fusion and neural network
Research on facial expression recognition based on Multimodal data fusion and neural network
Yi Han
Xubin Wang
Zheng Lu
CVBM
8
1
0
26 Sep 2021
Autonomous Deep Quality Monitoring in Streaming Environments
Autonomous Deep Quality Monitoring in Streaming Environments
Andri Ashfahani
Mahardhika Pratama
E. Lughofer
E. Yapp
20
4
0
26 Jun 2021
Deep Learning for Road Traffic Forecasting: Does it Make a Difference?
Deep Learning for Road Traffic Forecasting: Does it Make a Difference?
Eric L. Manibardo
I. Laña
Javier Del Ser
AI4TS
29
67
0
02 Dec 2020
GMAN: A Graph Multi-Attention Network for Traffic Prediction
GMAN: A Graph Multi-Attention Network for Traffic Prediction
Chuanpan Zheng
Xiaoliang Fan
Cheng-Yu Wang
Jianzhong Qi
AI4TS
AI4CE
25
1,341
0
11 Nov 2019
1