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语种:英语
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Airport Capacity Prediction With Multisource Features: A Temporal Deep Learning Approach
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 卷号: 24, 期号: 1, 页码: 615-630
作者:
Du, Wenbo
;
Chen, Shenwen
;
Li, Haitao
;
Li, Zhishuai
;
Cao, Xianbin
;
Lv, Yisheng
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2023/11/16
Airport capacity
predictive model
multi-channel fusion structure
machine learning
deep learning
A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction Through Causality Graphs
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 13
作者:
Du, Wenbo
;
Chen, Shenwen
;
Li, Zhishuai
;
Cao, Xianbin
;
Lv, Yisheng
收藏
  |  
浏览/下载:112/0
  |  
提交时间:2023/11/16
Airport traffic flow
predictive models
deep learning
causality graph
spatiotemporal analysis
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 8
作者:
Du, Wenbo
;
Li, Biyue
;
Chen, Jun
;
Lv, Yisheng
;
Li, Yumeng
收藏
  |  
浏览/下载:183/0
  |  
提交时间:2022/11/14
Complexity theory
Atmospheric modeling
Spatiotemporal phenomena
Predictive models
Deep learning
Correlation
Air traffic control
Deep patch learning algorithms with high interpretability for regression problems
期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 38
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
;
Wang, Shiping
收藏
  |  
浏览/下载:193/0
  |  
提交时间:2022/07/25
deep learning
deep patch learning fuzzy system
fuzzy C-means clustering
interpretability
maximum information coefficient (MIC)
Pearson's correlation coefficients (PCC)
Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems
期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
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  |  
浏览/下载:181/0
  |  
提交时间:2022/07/25
Computational modeling
Training
Microwave integrated circuits
Deep learning
Data models
Artificial neural networks
Training data
Fuzzy c-means (FCM) clustering
maximal information coefficient (MIC)
random input (RI)
deep patch learning classifier
interpretability
A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:
Jin, Junchen
;
Rong, Dingding
;
Zhang, Tong
;
Ji, Qingyuan
;
Guo, Haifeng
;
Lv, Yisheng
;
Ma, Xiaoliang
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:254/0
  |  
提交时间:2022/06/06
Roads
Predictive models
Data models
Recurrent neural networks
Generators
Computer architecture
Deep learning
Short-term link speed prediction
signalized urban networks
Wasserstein generative adversarial network
Traffic Forecasting via Dilated Temporal Convolution With Peak-Sensitive Loss
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2021, 页码: 10
作者:
Guo, Ge
;
Yuan, Wei
;
Liu, Jinyuan
;
Lv, Yisheng
;
Liu, Wei
收藏
  |  
浏览/下载:145/0
  |  
提交时间:2022/01/27
Correlation
Spatiotemporal phenomena
Forecasting
Data models
Deep learning
Convolution
Predictive models
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
浏览
  |  
Adobe PDF(2070Kb)
  |  
收藏
  |  
浏览/下载:373/66
  |  
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
Detecting Traffic Information From Social Media Texts With Deep Learning Approaches
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 8, 页码: 3049-3058
作者:
Chen, Yuanyuan
;
Lv, Yisheng
;
Wang, Xiao
;
Li, Lingxi
;
Wang, Fei-Yue
浏览
  |  
Adobe PDF(2273Kb)
  |  
收藏
  |  
浏览/下载:432/108
  |  
提交时间:2019/08/28
Deep learning
social transportation
traffic information detection
social media
text mining
Data driven parallel prediction of building energy consumption using generative adversarial nets
期刊论文
ENERGY AND BUILDINGS, 2019, 卷号: 186, 页码: 230-243
作者:
Tian, Chenlu
;
Li, Chengdong
;
Zhang, Guiqing
;
Lv, Yisheng
收藏
  |  
浏览/下载:227/0
  |  
提交时间:2019/07/12
building energy consumption
deep learning
parallel prediction
Generative Adversarial Nets