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兰州理工大学 [3]
北京航空航天大学 [1]
江苏大学 [1]
地理科学与资源研究所 [1]
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山东大学 [1]
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期刊论文 [8]
会议论文 [1]
发表日期
2018 [9]
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A multivariate short-term traffic flow forecasting method based on wavelet analysis and seasonal time series
期刊论文
APPLIED INTELLIGENCE, 2018, 卷号: 48, 期号: 10, 页码: 3827-3838
作者:
Zhang, Hong
;
Wang, Xiaoming
;
Cao, Jie
;
Tang, Minan
;
Guo, Yirong
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2019/11/15
Hybrid method
Traffic flow
Short-term forecasting
Wavelet analysis
Multivariate
Short-term traffic forecasting: An adaptive ST-KNN model that considers spatial heterogeneity
期刊论文
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2018, 卷号: 71, 页码: 186-198
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
;
Wu, Sheng
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2019/05/23
Short-term traffic forecasting
Adaptive spatiotemporal k-nearest neighbor model
Spatial heterogeneity
Traffic patterns
A hybrid short-term traffic flow forecasting model based on time series multifractal characteristics
期刊论文
APPLIED INTELLIGENCE, 2018, 卷号: 48, 期号: 8, 页码: 2429-2440
作者:
Zhang, Hong
;
Wang, Xiaoming
;
Cao, Jie
;
Tang, Minan
;
Guo, Yirong
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/15
Hybrid model
Traffic flow
Multifractal characteristics
Short-term forecasting
Periodic regression
Volatility analysis
Data driven hybrid fuzzy model for short-term traffic flow prediction
期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 卷号: 35, 期号: 6, 页码: 6525-6536
作者:
Li, Chengdong
;
Yan, Bingyang
;
Tang, Minjia
;
Yi, Jianqiang
;
Zhang, Xiqiao
收藏
  |  
浏览/下载:68/0
  |  
提交时间:2019/07/12
Traffic flow prediction
fuzzy method
single input rule module
least square learning
traffic-flow pattern
Hybrid artificial neural network and locally weighted regression models for lane-based short-term urban traffic flow forecasting
期刊论文
Transportation Planning and Technology, 2018, 卷号: 41, 期号: 8, 页码: 901-917
作者:
Raza, Asif
;
Zhong, Ming*
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2019/12/04
Traffic flow
aggregate model
artificial neural network
disaggregate model
genetic algorithms
locally weighted regression
short-term forecasting
Short-term Traffic Flow Forecasting Using Transfer Ratio and Road Similarity
期刊论文
Proceedings of the International Joint Conference on Neural Networks, 2018, 卷号: 2018-July
作者:
Guo, De
;
Chen, Meng
;
Yu, Xiaohui
;
Liu, Yang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/11
BP Neural Network
CBOW
Time Series
Traffic Flow Forecasting
Transfer Ratio
Ensemble Learning Multiple LSSVR With Improved Harmony Search Algorithm for Short-Term Traffic Flow Forecasting
期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 9347-9357
作者:
Chen, Xiaobo[1]
;
Cai, Xinwen[2]
;
Liang, Jun[3]
;
Liu, Qingchao[4]
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/24
Intelligent transportation
harmony search
short-term traffic flow prediction
support vector machine
Attentive crowd flow machines
会议论文
MM 2018 - Proceedings of the 2018 ACM Multimedia Conference
作者:
Liu, L.
;
Zhang, R.
;
Peng, J.
;
Li, G.
;
Du, B.
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  |  
浏览/下载:12/0
  |  
提交时间:2019/12/30
Data storage equipment
Forecasting
Street traffic control
Dynamic representation
Mobility datum
Spatial temporal model
Spatial-temporal features
State-of-the-art methods
Traffic flow prediction
Unified neural networks
Urban traffic management
Long short-term memory
Combination forecast for urban rail transit passenger flow based on fuzzy information granulation and CPSO-LS-SVM
期刊论文
Journal of Measurement Science and Instrumentation, 2018, 卷号: 9, 期号: 1, 页码: 32-41
作者:
Tang Minan
;
Zhang Kai
;
Liu Xing
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/06/16
urban rail transit
passenger flow forecast
least squares support vector machine (LS-SVM)
fuzzy information granulation
chaos particle swarm optimization(CPSO)
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