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科研机构
自动化研究所 [6]
兰州理工大学 [1]
计算技术研究所 [1]
沈阳自动化研究所 [1]
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期刊论文 [7]
会议论文 [2]
发表日期
2020 [9]
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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:17/0
  |  
提交时间:2020/12/10
forecasting passenger flow
spatiotemporal networks
multi-task learning
attention mechanism
spatiotemporal dependency
Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 4, 页码: 1624-1630
作者:
Chen, Yuanyuan
;
Lv, Yisheng
;
Wang, Fei-Yue
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  |  
浏览/下载:18/0
  |  
提交时间:2020/06/02
Generators
Data models
Gallium nitride
Generative adversarial networks
Training
Loss measurement
Biological system modeling
Parallel data
generative adversarial networks
traffic flow imputation
data augmentation
deep learning
Local-Aggregation Graph Networks
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 卷号: 42, 期号: 11, 页码: 2874-2886
作者:
Jianlong Chang
;
Lingfeng Wang
;
Gaofeng Meng
;
Shiming Xiang
;
Chunhong Pan
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/10/20
Local-aggregation function
local-aggregation graph neural network
non-Euclidean structured signal
A Multi-Stream Feature Fusion Approach for Traffic Prediction
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
作者:
Zhishuai Li
;
Gang Xiong
;
Yonglin Tian
;
Yisheng Lv
;
Yuanyuan Chen
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/10/15
Traffic prediction, graph convolutional neural network, deep learning, multi-stream
Acting As A Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 期号: Accepted, 页码: Accepted
作者:
Yuanyuan Chen
;
Hongyu Chen
;
Peijun Ye
;
Yisheng Lv
;
Fei-Yue Wang
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浏览/下载:5/0
  |  
提交时间:2020/10/16
Traffic Flow Prediction
Ensemble Learning
Deep Learning
Differential Time-variant Traffic Flow Prediction Based on Deep Learning
会议论文
Rhodes, Greece, September 20-23, 2020
作者:
Wei Zhang
;
Fenghua Zhu
;
Yuanyuan Chen
;
Xiao Wang
;
Gang Xiong
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  |  
浏览/下载:13/0
  |  
提交时间:2020/10/20
Differential Time-variant Traffic Flow Prediction Based on Deep Learning
会议论文
Rhodes, Greece, 20-23 Sept. 2020
作者:
Wei, Zhang
;
Fenghua, Zhu
;
Yuanyuan, Chen
;
Xiao, Wang
;
Gang, Xiong
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浏览/下载:22/0
  |  
提交时间:2021/05/27
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
Capsules TCN Network for Urban Computing and Intelligence in Urban Traffic Prediction
期刊论文
Wireless Communications and Mobile Computing, 2020, 卷号: 2020, 页码: 1-15
作者:
Li, Dazhou
;
Lin, Chuan
;
Gao, Wei
;
Chen, Zeying
;
Wang, Zeshen
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  |  
浏览/下载:15/0
  |  
提交时间:2020/07/04
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