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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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中国科学院计算技术... [12]
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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
Weakly Supervised Anomaly Detection in Videos Considering the Openness of Events
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 13
作者:
Zhang, Chen
;
Li, Guorong
;
Xu, Qianqian
;
Zhang, Xinfeng
;
Su, Li
;
Huang, Qingming
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/12/07
Anomaly detection
Videos
Open data
Data models
Training
Feature extraction
Predictive models
Anomaly detection
surveillance videos
openness
meta-learning
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
Speech Emotion Recognition Enhanced Traffic Efficiency Solution for Autonomous Vehicles in a 5G-Enabled Space-Air-Ground Integrated Intelligent Transportation System
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 13
作者:
Tan, Liang
;
Yu, Keping
;
Lin, Long
;
Cheng, Xiaofan
;
Srivastava, Gautam
;
Lin, Jerry Chun-Wei
;
Wei, Wei
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/06/21
Speech recognition
Autonomous vehicles
Satellites
Emotion recognition
Next generation networking
Computer science
Communication networks
Speech emotion recognition
autonomous vehicles
artificial intelligence
5G-enabled SAGIN
ITS
MSCPT: Toward Cross-Place Transportation Mode Recognition Based on Multi-Sensor Neural Network Model
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 13
作者:
Zhu, Yida
;
Luo, Haiyong
;
Chen, Runze
;
Zhao, Fang
;
Guo, Song
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/06/21
Transportation
Feature extraction
Data models
Navigation
Computational modeling
Bagging
Accelerometers
Cross-place
transportation mode recognition
SF-SEDNet
global attention
ensemble learning
data augmentation
Load Balance Guaranteed Vehicle-to-Vehicle Computation Offloading for Min-Max Fairness in VANETs
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 20
作者:
Wu, Yalan
;
Wu, Jigang
;
Chen, Long
;
Yan, Jiaquan
;
Han, Yinhe
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/06/21
Task analysis
Vehicular ad hoc networks
Delays
Heuristic algorithms
Power control
Energy consumption
Reinforcement learning
VANET
task offloading
load balance
power control
machine learning
Deep Learning-Based Traffic Safety Solution for a Mixture of Autonomous and Manual Vehicles in a 5G-Enabled Intelligent Transportation System
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 7, 页码: 4337-4347
作者:
Yu, Keping
;
Lin, Long
;
Alazab, Mamoun
;
Tan, Liang
;
Gu, Bo
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2021/12/01
Mixed traffic
big data
5G
deep learning
LSTM
SoftMax
intention recognition
MPC-CSAS: Multi-Party Computation for Real-Time Privacy-Preserving Speed Advisory Systems
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 7
作者:
Liu, Mingming
;
Cheng, Long
;
Gu, Yingqi
;
Wang, Ying
;
Liu, Qingzhi
;
O'Connor, Noel E.
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/06/21
Cost function
Urban areas
Real-time systems
Roads
Privacy
Convergence
Base stations
Speed advisory systems
multi-party computation
vehicle networks
optimal consensus algorithm
Learning to Predict Bus Arrival Time From Heterogeneous Measurements via Recurrent Neural Network
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 9, 页码: 3283-3293
作者:
Pang, Junbiao
;
Huang, Jing
;
Du, Yong
;
Yu, Haitao
;
Huang, Qingming
;
Yin, Baocai
收藏
  |  
浏览/下载:75/0
  |  
提交时间:2019/12/10
Bus arriving time prediction
recurrent neural network
heterogenous measurement
long-range dependencies
multi-step-ahead prediction
Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 卷号: 19, 期号: 10, 页码: 3208-3219
作者:
Pang, Junbiao
;
Huang, Jing
;
Yang, Xue
;
Wang, Zuyun
;
Yu, Haitao
;
Huang, Qingming
;
Yin, Baocai
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2019/12/10
Spatio-temporal pattern
fine-grained pattern
low-rank regularity
matrix factorization
taxis trip
point process