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湖南大学 [11]
兰州理工大学 [3]
北京航空航天大学 [3]
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地理科学与资源研究所 [2]
江苏大学 [1]
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期刊论文 [25]
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A Spatiotemporal Hybrid Model for Airspace Complexity Prediction
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 8
作者:
Du, Wenbo
;
Li, Biyue
;
Chen, Jun
;
Lv, Yisheng
;
Li, Yumeng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/11/14
Complexity theory
Atmospheric modeling
Spatiotemporal phenomena
Predictive models
Deep learning
Correlation
Air traffic control
A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:
Jin, Junchen
;
Rong, Dingding
;
Zhang, Tong
;
Ji, Qingyuan
;
Guo, Haifeng
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/06/06
Roads
Predictive models
Data models
Recurrent neural networks
Generators
Computer architecture
Deep learning
Short-term link speed prediction
signalized urban networks
Wasserstein generative adversarial network
Dynamic Global-Local Spatial-Temporal Network for Traffic Speed Prediction
期刊论文
IEEE ACCESS, 2020, 卷号: 8
作者:
Feng, Dong
;
Wu, Zhongcheng
;
Zhang, Jun
;
Wu, Ziheng
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  |  
浏览/下载:8/0
  |  
提交时间:2020/12/28
Correlation
Convolution
Feature extraction
Predictive models
Forecasting
Market research
Data models
Traffic speed prediction
spatial-temporal network
graph convolutional network
dynamic graph learning
A novel residual graph convolution deep learning model for short-term network-based traffic forecasting
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 卷号: 34, 期号: 5, 页码: 27
作者:
Zhang, Yang
;
Cheng, Tao
;
Ren, Yibin
;
Xie, Kun
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  |  
浏览/下载:16/0
  |  
提交时间:2020/03/20
Short-term traffic forecasting
spatial-temporal dependency
network topology
graph convolution
residual long short-term memory
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 180, 页码: 116-132
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
;
Wu, Sheng
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  |  
浏览/下载:104/0
  |  
提交时间:2019/09/24
Multi-view learning
Multi-task learning
Particle swarm optimization
Spatiotemporal dependency
Spatiotemporal heterogeneity
Task relationship learning
An inertia grey discrete model and its application in short-term traffic flow prediction and state determination
期刊论文
Neural Computing and Applications, 2019
作者:
Duan, Huiming
;
Xiao, Xinping
;
Xiao, Qinzi
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
Bayesian optimization of support vector machine for regression prediction of short-term traffic flow
期刊论文
Intelligent Data Analysis, 2019, 卷号: Vol.23 No.2, 页码: 481-497
作者:
Wang, Dong
;
Wang, Chengcheng
;
Xiao, Jianhua
;
Xiao, Zhu
;
Chen, Weiwei
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/13
Short-term traffic flow prediction
bayesian optimization
gaussian process
support vector regression
Bayesian optimization of support vector machine for regression prediction of short-term traffic flow.
期刊论文
Intelligent Data Analysis, 2019, 卷号: Vol.23 No.2, 页码: 481-497
作者:
Wang, Dong
;
Wang, Chengcheng
;
Xiao, Jianhua
;
Xiao, Zhu
;
Chen, Weiwei
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  |  
浏览/下载:6/0
  |  
提交时间:2019/12/13
bayesian optimization
gaussian process
Short-term traffic flow prediction
support vector regression
Short-term traffic volume prediction by ensemble learning in concept drifting environments.
期刊论文
Knowledge-Based Systems, 2019, 卷号: Vol.164, 页码: 213-225
作者:
Xiao, Jianhua
;
Xiao, Zhu
;
Wang, Dong
;
Bai, Jing
;
Havyarimana, Vincent
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/13
Concept drift
Ensemble learning
Incremental regression
Traffic flow prediction
Short-term traffic volume prediction by ensemble learning in concept drifting environments
期刊论文
Knowledge-Based Systems, 2019, 卷号: Vol.164, 页码: 213-225
作者:
Xiao, Jianhua
;
Xiao, Zhu
;
Wang, Dong
;
Bai, Jing
;
Havyarimana, Vincent
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/13
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