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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
收藏
  |  
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
收藏
  |  
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
Toward Opportunistic Compression and Transmission for Private Car Trajectory Data Collection
期刊论文
IEEE Sensors Journal, 2019, 卷号: Vol.19 No.5, 页码: 1925-1935
作者:
Jie Chen
;
Zhu Xiao
;
Dong Wang
;
Daiwu Chen
;
Vincent Havyarimana
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2019/12/13
Trajectory
Automobiles
Roads
Real-time systems
Data models
Predictive models
Global Positioning System
Trajectory compression
trajectory real-time transmission
long short-term memory
private car
Road Network Construction with Complex Intersections Based on Sparsely Sampled Private Car Trajectory Data
期刊论文
ACM Transactions on Knowledge Discovery from Data, 2019, 卷号: Vol.13 No.3
作者:
Yourong Huang
;
Zhu Xiao
;
Xiaoyou Yu
;
Dong Wang
;
Vincent Havyarimana
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/13
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
Toward opportunistic compression and transmission for private car trajectory data collection
期刊论文
IEEE Sensors Journal, 2019, 卷号: Vol.19 No.5, 页码: 1925-1935
作者:
Chen, Jie
;
Xiao, Zhu
;
Wang, Dong
;
Chen, Daiwu
;
Havyarimana, Vincent
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/13
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
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/13
bayesian optimization
gaussian process
Short-term traffic flow prediction
support vector regression
Toward Opportunistic Compression and Transmission for Private Car Trajectory Data Collection
期刊论文
IEEE SENSORS JOURNAL, 2019, 卷号: Vol.19 No.5, 页码: 1925-1935
作者:
Chen, J
;
Xiao, Z
;
Wang, D
;
Chen, DW
;
Havyarimana, V
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/17
Trajectory
compression
trajectory
real-time
transmission
long
short-term
memory
private
car
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:5/0
  |  
提交时间:2019/12/17
Traffic flow prediction
Incremental regression
Concept drift
Ensemble learning
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, JH
;
Xiao, Z
;
Wang, D
;
Bai, J
;
Havyarimana, V
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/17
TRAFFIC
flow
*PREDICTION
models
*MACHINE
learning
*REGRESSION
analysis
*HYPERPLANES
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