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多模态人工智能系统... [12]
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发表日期:2021
资助机构:National Key Research and Development Program of China
专题:多模态人工智能系统全国重点实验室
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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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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
PRECOM: A Parallel Recommendation Engine for Control, Operations, and Management on Congested Urban Traffic Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 23, 期号: 7, 页码: 11
作者:
Jin, Junchen
;
Rong, Dingding
;
Pang, Yuqi
;
Zhu, Fenghua
;
Guo, Haifeng
;
Ma, Xiaoliang
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:194/0
  |  
提交时间:2022/01/27
Engines
Control systems
Urban areas
Process control
Roads
Generators
Spatiotemporal phenomena
Spatial-temporal recommender system
urban traffic control
parallel traffic management
human-in-the-loop system
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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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
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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
An ACP-Based Parallel Approach for Color Image Encryption Using Redundant Blocks
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 16
作者:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:223/0
  |  
提交时间:2022/01/27
Encryption
DNA
Color
Resists
Computational modeling
Image coding
Complex systems
Artificial image and parallel execution (ACP) method
color image encryption
computational experiment
image division block
parallel computing
Pay attention to doctor & ndash;patient dialogues: Multi-modal knowledge graph attention image-text embedding for COVID-19 diagnosis
期刊论文
INFORMATION FUSION, 2021, 卷号: 75, 页码: 168-185
作者:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Zhang, Zhi-Cheng
;
Zhang, Jun Jason
;
Hu, Ming
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:261/0
  |  
提交时间:2021/11/02
COVID-19 diagnose
Knowledge attention mechanism
Knowledge-based representation learning
Knowledge embedding
An IVC-Based Nuclear Emergency Parallel Evacuation System
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 4, 页码: 844-855
作者:
Tan, Ke
;
Yang, Linyao
;
Liu, Xin
;
Xu, Yancai
;
Lin, Jiazhen
;
Wang, Xiao
;
Wang, Fei-Yue
Adobe PDF(2418Kb)
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浏览/下载:269/42
  |  
提交时间:2021/11/02
Computational modeling
Planning
Optimization
Roads
Mathematical model
Collaboration
Power generation
ACP
intelligent vehicle collaborative system
nuclear evacuation
optimization
parallel intelligence
MLRNN: Taxi Demand Prediction Based on Multi-Level Deep Learning and Regional Heterogeneity Analysis
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:
Chizhan Zhang
;
Fenghua Zhu
;
Yisheng Lv
;
Peijun Ye
;
Feiyue Wang
Adobe PDF(4431Kb)
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浏览/下载:232/54
  |  
提交时间:2021/06/16
Taxi demand prediction
taxi zone clustering
heterogeneity analysis
deep learning
A Virtual-Real Interaction Approach to Object Instance Segmentation in Traffic Scenes
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 2, 页码: 863-875
作者:
Zhang, Hui
;
Luo, Guiyang
;
Tian, Yonglin
;
Wang, Kunfeng
;
He, Haibo
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:258/0
  |  
提交时间:2021/03/29
Image segmentation
Annotations
Computational modeling
Automation
Object detection
Visualization
Instance segmentation
virtual-real interaction
synthetic images
distribution discrepancy
autonomous vehicles