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资助机构:National Key Research and Development Program of China
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Decentralized Autonomous Operations and Organizations in TransVerse: Federated Intelligence for Smart Mobility
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 卷号: 53, 期号: 4, 页码: 2062-2072
作者:
Zhao, Chen
;
Dai, Xingyuan
;
Lv, Yisheng
;
Niu, Jinglong
;
Lin, Yilun
Adobe PDF(1921Kb)
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浏览/下载:219/2
  |  
提交时间:2023/02/22
Intelligent Transportation Systems (ITS)
Artificial Systems, Computational Experiments, Parallel Execution (ACP)
Cyber–Physical–Social Systems (CPSS)
Machine-learning-based monitoring and optimization of processing parameters in 3D printing
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2022, 页码: 17
作者:
Tamir, Tariku Sinshaw
;
Xiong, Gang
;
Fang, Qihang
;
Yang, Yong
;
Shen, Zhen
;
Zhou, MengChu
;
Jiang, Jingchao
收藏
  |  
浏览/下载:236/0
  |  
提交时间:2023/01/09
Additive manufacturing
closed-loop
3D printing
digital manufacturing
machine learning
processing parameters
A Semisupervised End-to-End Framework for Transportation Mode Detection by Using GPS-Enabled Sensing Devices
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 10, 页码: 7842-7852
作者:
Li, Zhishuai
;
Xiong, Gang
;
Wei, Zebing
;
Lv, Yisheng
;
Anwar, Noreen
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:211/0
  |  
提交时间:2022/07/25
GPS trajectory
human mobility
semi-supervised learning
transportation mode detection (TMD)
Event-Triggered Near-Optimal Control for Unknown Discrete-Time Nonlinear Systems Using Parallel Control
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Zhou, Tianmin
;
Wang, Ziyang
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:217/0
  |  
提交时间:2022/07/25
Nonlinear systems
Optimal control
Control systems
Performance analysis
Stability criteria
Iterative algorithms
Heuristic algorithms
Adaptive dynamic programming (ADP)
event-triggered control
near-optimal control
parallel control
reinforcement learning (RL)
unknown nonlinear systems
Heterogeneous Knowledge Learning of Predictive Academic Intelligence in Transportation
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 4, 页码: 3737-3755
作者:
Lu, Hao
;
Zhu, Yifan
;
Lin, Qika
;
Wang, Tan
;
Niu, Zhendong
;
Herrera-Viedma, Enrique
收藏
  |  
浏览/下载:233/0
  |  
提交时间:2022/06/10
Academic impact prediction
predictive knowledge analytics
transportation research
heterogeneous knowledge learning
academic intelligence
social transportation
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:256/0
  |  
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
Trip Purposes Mining From Mobile Signaling Data
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 99, 期号: 99, 页码: 13
作者:
Li, Zhishuai
;
Xiong, Gang
;
Wei, Zebing
;
Zhang, Yu
;
Zheng, Meng
;
Liu, Xiaoli
;
Tarkoma, Sasu
;
Huang, Min
;
Lv, Yisheng
;
Wu, Chuheng
Adobe PDF(3962Kb)
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收藏
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浏览/下载:404/74
  |  
提交时间:2022/01/27
Cellular networks
Trajectory
Semantics
Unsupervised learning
Supervised learning
Resource management
Public transportation
Trip purpose inference
cellular network data
latent Dirichlet allocation
travel behavior
big data
Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 23, 期号: 6, 页码: 5128-5137
作者:
Li, Xiaoshuang
;
Ye, Peijun
;
Jin, Junchen
;
Zhu, Fenghua
;
Wang, Fei-Yue
Adobe PDF(2319Kb)
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收藏
  |  
浏览/下载:311/62
  |  
提交时间:2022/01/27
Generative adversarial networks
Data models
Gallium nitride
Task analysis
Complex systems
Intelligent traffic signal operations
deep behavioral cloning
Drill the Cork of Information Bottleneck by Inputting the Most Important Data
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Peng, Xinyu
;
Zhang, Jiawei
;
Wang, Fei-Yue
;
Li, Li
收藏
  |  
浏览/下载:200/0
  |  
提交时间:2022/01/27
Training
Signal to noise ratio
Mutual information
Optimization
Convergence
Deep learning
Tools
Information bottleneck (IB) theory
machine learning
minibatch stochastic gradient descent (SGD)
typicality sampling
Convolutional Ordinal Regression Forest for Image Ordinal Estimation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Zhu, Haiping
;
Shan, Hongming
;
Zhang, Yuheng
;
Che, Lingfu
;
Xu, Xiaoyang
;
Zhang, Junping
;
Shi, Jianbo
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:214/0
  |  
提交时间:2022/01/27
Decision trees
Estimation
Task analysis
Forestry
Vegetation
Random forests
Support vector machines
Differentiable decision trees
image ordinal estimation
ordinal distribution learning
ordinal regression (OR)
random forest