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科研机构
兰州理工大学 [3]
计算技术研究所 [1]
自动化研究所 [1]
合肥物质科学研究院 [1]
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期刊论文 [5]
会议论文 [1]
发表日期
2020 [6]
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ADST: Forecasting Metro Flow Using Attention-Based Deep Spatial-Temporal Networks with Multi-Task Learning
期刊论文
SENSORS, 2020, 卷号: 20, 期号: 16, 页码: 23
作者:
Jia, Hongwei
;
Luo, Haiyong
;
Wang, Hao
;
Zhao, Fang
;
Ke, Qixue
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/12/10
forecasting passenger flow
spatiotemporal networks
multi-task learning
attention mechanism
spatiotemporal dependency
Spatio-Temporal Graph Structure Learning for Traffic Forecasting
会议论文
New York, USA, 2020-02
作者:
Zhang Qi
;
Chang Jianlong
;
Meng Gaofeng
;
Xiang Shiming
;
Pan Chunhong
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  |  
浏览/下载:34/0
  |  
提交时间:2021/05/31
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
Research on prediction of urban congestion based on radial basis function network
期刊论文
Advances in Transportation Studies, 2020, 卷号: 1, 期号: Special Issue, 页码: 145-156
作者:
Guo, Y.R.
;
Wang, X.M.
;
Wang, M.
;
Zhang, H.
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  |  
浏览/下载:16/0
  |  
提交时间:2020/11/14
Analytic hierarchy process
Complex networks
Forecasting
Function evaluation
Functions
Motor transportation
Radial basis function networks
Analytic hierarchy process (ahp)
Complex parameter
Evaluation indicators
Intelligent traffics
Prediction accuracy
Urban traffic congestion
Weight determination
Weighted averages
Short-Term Traffic Flow Prediction Based on LSTM-XGBoost Combination Model
期刊论文
CMES - Computer Modeling in Engineering and Sciences, 2020, 卷号: 125, 期号: 1, 页码: 95-109
作者:
Zhang XJ(张玺君)
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  |  
浏览/下载:11/0
  |  
提交时间:2020/11/13
Forecasting
Long short-term memory
Predictive analytics
Roads and streets
Time series
Travel Time Prediction Model of Freeway Corridor Based on Real-Time Safety Reliability
期刊论文
Journal of Advanced Transportation, 2020, 卷号: 2020
作者:
Yuan, Huazhi
;
Huang, Zhaoguo
;
Zhang, Hongying
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  |  
浏览/下载:11/0
  |  
提交时间:2020/11/14
Forecasting
Graph structures
Highway administration
Predictive analytics
Reliability
Roads and streets
Time varying control systems
Traffic control
Travel time
Event management
Incident duration
Incident Management
Research results
Structure functions
Theoretical foundations
Traffic incidents
Travel time prediction
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