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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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Geographical spatial analysis and risk prediction based on machine learning for maritime traffic accidents: A case study of Fujian sea area
期刊论文
OCEAN ENGINEERING, 2022, 卷号: 266, 页码: 20
作者:
Yang, Yang
;
Shao, Zheping
;
Hu, Yu
;
Mei, Qiang
;
Pan, Jiacai
;
Song, Rongxin
;
Wang, Peng
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/07/12
Geographical spatial analysis
Maritime accident
Fujian sea area
Machine learning
Accident prediction
Resource Allocation and Computation Offloading in a Millimeter-Wave Train-Ground Network
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 卷号: 71, 期号: 10, 页码: 10615-10630
作者:
Li, Linqian
;
Niu, Yong
;
Mao, Shiwen
;
Ai, Bo
;
Zhong, Zhangdui
;
Wang, Ning
;
Chen, Yali
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/07/12
Resource management
Task analysis
Rail transportation
Energy consumption
Communication systems
Broadband communication
Millimeter wave communication
Full-duplex (FD) communications
millimeter-wave (mmWave) communications
mobile edge computing (MEC)
resource allocation
train-ground communications
A dynamic ensemble deep deterministic policy gradient recursive network for spatiotemporal traffic speed forecasting in an urban road network
期刊论文
DIGITAL SIGNAL PROCESSING, 2022, 卷号: 129, 页码: 16
作者:
Mi, Xiwei
;
Yu, Chengqing
;
Liu, Xinwei
;
Yan, Guangxi
;
Yu, Fuhao
;
Shang, Pan
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/07/12
Spatiotemporal traffic speed forecasting
Deep deterministic policy gradient
Simple recursive network
Temporal convolution network
Learning All Dynamics: Traffic Forecasting via Locality-Aware Spatio-Temporal Joint Transformer
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
作者:
Fang, Yuchen
;
Zhao, Fang
;
Qin, Yanjun
;
Luo, Haiyong
;
Wang, Chenxing
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/12/07
Forecasting
Correlation
Convolution
Roads
Transformers
Predictive models
Task analysis
Traffic forecasting
spatio-temporal joint transformer
diffusion convolution network
Characterising Usage Patterns and Privacy Risks of a Home Security Camera Service
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 卷号: 21, 期号: 7, 页码: 2344-2357
作者:
Li, Jinyang
;
Li, Zhenyu
;
Tyson, Gareth
;
Xie, Gaogang
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/12/07
Cameras
Privacy
Streaming media
Servers
Motion detection
Mobile computing
Feeds
Home security camera
IoT
privacy
usage pattern
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 2, 页码: 640-652
作者:
Gu, Jingjing
;
Zhou, Qiang
;
Yang, Jingyuan
;
Liu, Yanchi
;
Zhuang, Fuzhen
;
Zhao, Yanchao
;
Xiong, Hui
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/12/07
Sparse matrices
Urban areas
Satellite broadcasting
Redundancy
Predictive models
Data models
Matrix converters
Dockless bike sharing system
pattern exploitation
interpretable base matrices
flow prediction
Fine-Grained Trajectory-Based Travel Time Estimation for Multi-City Scenarios Based on Deep Meta-Learning
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 13
作者:
Wang, Chenxing
;
Zhao, Fang
;
Zhang, Haichao
;
Luo, Haiyong
;
Qin, Yanjun
;
Fang, Yuchen
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/12/07
Estimation
Trajectory
Task analysis
Urban areas
Roads
Data models
Global Positioning System
Spatial-temporal data mining
travel time estimation
meta learning
deep learning