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地理科学与资源研究... [12]
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期刊论文 [17]
会议论文 [7]
学位论文 [2]
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Short-Term Traffic Forecasting by Mining the Non-Stationarity of Spatiotemporal Patterns
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 10, 页码: 6365-6383
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/09/21
Roads
Predictive models
Spatiotemporal phenomena
Adaptation models
Forecasting
Vehicle dynamics
Partitioning algorithms
Dynamic spatiotemporal k-nearest neighbor model
short-term traffic forecasting
spatiotemporal pattern
temporal non-stationarity
Short-Term Traffic Forecasting by Mining the Non-Stationarity of Spatiotemporal Patterns
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 10, 页码: 6365-6383
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/09/21
Roads
Predictive models
Spatiotemporal phenomena
Adaptation models
Forecasting
Vehicle dynamics
Partitioning algorithms
Dynamic spatiotemporal k-nearest neighbor model
short-term traffic forecasting
spatiotemporal pattern
temporal non-stationarity
An Adaptive Cutoff Frequency Selection Approach for Fast Fourier Transform Method and Its Application into Short-Term Traffic Flow Forecasting
期刊论文
OAI收割
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 12, 页码: 23
作者:
Wang, Runjie
;
Shi, Wenzhong
;
Liu, Xianglei
;
Li, Zhiyuan
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/09/29
sequential data assimilation system
noises separation
fast Fourier transform method
cutoff frequency
An Approach for Filter Divergence Suppression in a Sequential Data Assimilation System and Its Application in Short-Term Traffic Flow Forecasting
期刊论文
OAI收割
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 6, 页码: 16
作者:
Tong, Xiaohua
;
Wang, Runjie
;
Shi, Wenzhong
;
Li, Zhiyuan
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/09/28
sequential data assimilation system
filter divergence
gain matrix
L-1-norm constrained
short-term traffic flow forecasting
Dynamic Global-Local Spatial-Temporal Network for Traffic Speed Prediction
期刊论文
OAI收割
IEEE ACCESS, 2020, 卷号: 8
作者:
Feng, Dong
;
Wu, Zhongcheng
;
Zhang, Jun
;
Wu, Ziheng
  |  
收藏
  |  
浏览/下载:12/0
  |  
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
A novel residual graph convolution deep learning model for short-term network-based traffic forecasting
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 页码: 27
作者:
Zhang, Yang
;
Cheng, Tao
;
Ren, Yibin
;
Xie, Kun
  |  
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2020/03/20
Short-term traffic forecasting
spatial-temporal dependency
network topology
graph convolution
residual long short-term memory
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting
期刊论文
OAI收割
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 180, 页码: 116-132
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
;
Wu, Sheng
  |  
收藏
  |  
浏览/下载:104/0
  |  
提交时间:2019/09/24
Multi-view learning
Multi-task learning
Particle swarm optimization
Spatiotemporal dependency
Spatiotemporal heterogeneity
Task relationship learning
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting
期刊论文
OAI收割
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 180, 页码: 116-132
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
;
Wu, Sheng
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/09/24
Multi-view learning
Multi-task learning
Particle swarm optimization
Spatiotemporal dependency
Spatiotemporal heterogeneity
Task relationship learning
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting
期刊论文
OAI收割
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 180, 页码: 116-132
作者:
Cheng, Shifen
;
Lu, Feng
;
Peng, Peng
;
Wu, Sheng
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/09/24
Multi-view learning
Multi-task learning
Particle swarm optimization
Spatiotemporal dependency
Spatiotemporal heterogeneity
Task relationship learning
Short-term traffic forecasting: An adaptive ST-KNN model that considers spatial heterogeneity
期刊论文
OAI收割
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:39/0
  |  
提交时间:2019/05/23
Short-term traffic forecasting
Adaptive spatiotemporal k-nearest neighbor model
Spatial heterogeneity
Traffic patterns