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科研机构
山东大学 [20]
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期刊论文 [20]
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2019 [3]
2018 [6]
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内容类型:期刊论文
专题:山东大学
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Deep Transfer Learning for Intelligent Cellular Traffic Prediction Based on Cross-Domain Big Data
期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2019, 卷号: 37, 期号: 6, 页码: 1389-1401
作者:
Zhang, Chuanting
;
Zhang, Haixia
;
Qiao, Jingping
;
Yuan, Dongfeng
;
Zhang, Minggao
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/11
Cellular traffic prediction
big data
deep learning
intelligent
traffic management
Transformation mechanism of vehicle cluster situations under dynamic evolution of driver's propensity
期刊论文
TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2019, 卷号: 65, 页码: 665-684
作者:
Wang, Xiaoyuan
;
Liu, Yaqi
;
Guo, Yongqing
;
Xia, Yuanyuan
;
Wu, Chaozhong
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/11
Vehicle cluster situation
Driver's propensity
Transfer mechanism
Traffic state prediction
A Hybrid Method for Traffic Incident Duration Prediction Using BOA-Optimized Random Forest Combined with Neighborhood Components Analysis
期刊论文
JOURNAL OF ADVANCED TRANSPORTATION, 2019, 卷号: 2019
作者:
Shang, Qiang
;
Tan, Derong
;
Gao, Song
;
Feng, Linlin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/11
LSTM-based traffic prediction in support of periodically light path reconfiguration in hybrid data center network
期刊论文
2018 IEEE 4th International Conference on Computer and Communications, ICCC 2018, 2018, 页码: 1124-1128
作者:
Shi, Haoxiang
;
Wang, Cen
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/11
Hybrid data center network
Light path reconfiguration
LSTM
Machine learing
Traffic prediction
Data Driven Congestion Trends Prediction of Urban Transportation
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2018, 卷号: 5, 期号: 2, 页码: 581-591
作者:
Jia, Rui
;
Jiang, Pengcheng
;
Liu, Lei
;
Cui, Lizhen
;
Shi, Yuliang
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/11
Autoregressive integrated moving average (ARIMA) model
congestion
trends prediction
data mining
sliding window
smart traffic
Congestion prediction of urban traffic employing SRBDP
期刊论文
Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017, 2018, 页码: 1099-1106
作者:
Jiang P.
;
Liu L.
;
Cui L.
;
Li H.
;
Shi Y.
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/11
Big data
Data analysis
Traffic congestion detection
Traffic flow prediction
Applicability Analysis of an Extended METANET Model in Traffic-State Prediction for Congested Freeway Corridors
期刊论文
JOURNAL OF TRANSPORTATION ENGINEERING PART A-SYSTEMS, 2018, 卷号: 144, 期号: 9
作者:
Wang, Xu
;
Yin, Derek
;
Qiu, Tony Z.
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/11
Macroscopic traffic flow model
Model calibration
Model validation
Traffic-state prediction
Citywide Cellular Traffic Prediction Based on Densely Connected Convolutional Neural Networks
期刊论文
IEEE COMMUNICATIONS LETTERS, 2018, 卷号: 22, 期号: 8, 页码: 1656-1659
作者:
Zhang, Chuanting
;
Zhang, Haixia
;
Yuan, Dongfeng
;
Zhang, Minggao
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/11
Cellular traffic prediction
big data
deep learning
intelligent
traffic management
Short-Term Traffic Flow Prediction Model of Wavelet Neural Network Based on Mind Evolutionary Algorithm
期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2018, 卷号: 32, 期号: 12
作者:
Xu, Liqiang
;
Du, Xuedong
;
Wang, Binguo
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/11
Mind evolutionary algorithm
wavelet neural network
short-term traffic
flow prediction model
global prediction accuracy
Traffic prediction based route planning in urban road networks
期刊论文
Proceedings - 2017 Chinese Automation Congress, CAC 2017, 2017, 卷号: 2017-January, 页码: 5854-5858
作者:
Song, Qing
;
Li, Dewei
;
Li, Xiaolei
收藏
  |  
浏览/下载:99/0
  |  
提交时间:2019/12/12
Congestion avoidance
Hierarchical
Modelling
Route planning
Traffic conditions
Urban road network
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