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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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浏览/检索结果:
共41条,第1-10条
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Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 10, 页码: 5388-5408
作者:
Jin, Guangyin
;
Liang, Yuxuan
;
Fang, Yuchen
;
Shao, Zezhi
;
Huang, Jincai
;
Zhang, Junbo
;
Zheng, Yu
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/12/06
Surveys
Task analysis
Time series analysis
Transportation
Topology
Graph neural networks
Deep learning
predictive learning
spatio-temporal data mining
time series
urban computing
Modality Consistency-Guided Contrastive Learning for Wearable-Based Human Activity Recognition
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 21750-21762
作者:
Guo, Changru
;
Zhang, Yingwei
;
Chen, Yiqiang
;
Xu, Chenyang
;
Wang, Zhong
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/12/06
Human activity recognition
Self-supervised learning
Task analysis
Data models
Time series analysis
Internet of Things
Face recognition
Contrastive learning (CL)
human activity recognition (HAR)
intermodality
intramodality
self-supervised
DMGSTCN: Dynamic Multigraph Spatio-Temporal Convolution Network for Traffic Forecasting
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 22208-22219
作者:
Qin, Yanjun
;
Tao, Xiaoming
;
Fang, Yuchen
;
Luo, Haiyong
;
Zhao, Fang
;
Wang, Chenxing
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/12/06
Time series analysis
Convolution
Forecasting
Correlation
Task analysis
Roads
Predictive models
Graph convolution network (GCN)
spatial-temporal data
traffic forecasting
STWave
+
: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 6, 页码: 2671-2685
作者:
Fang, Yuchen
;
Qin, Yanjun
;
Luo, Haiyong
;
Zhao, Fang
;
Zheng, Kai
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/12/06
Market research
Forecasting
Roads
Time series analysis
Sensors
Correlation
Encoding
Contrastive learning
graph attention network
spatio-temporal data
traffic forecasting
Ground Moving Target Detection With Adaptive Data Reconstruction and Improved Pseudo-Skeleton Decomposition
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 14
作者:
He, Xiongpeng
;
Liu, Kun
;
Gu, Tong
;
Liao, Guisheng
;
Zhu, Shengqi
;
Xu, Jingwei
;
Yu, Yue
;
Huang, Hai
;
Wang, Xingchen
;
Gao, Yingjie
;
Tan, Haining
;
Qiu, Jibing
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/12/06
Clutter
Object detection
Sparse matrices
Principal component analysis
Matrix decomposition
Image reconstruction
Estimation
Data reconstruction (DR)
ground moving target indication (GMTI)
joint-pixel model
pseudo-skeleton decomposition (IPSD)
robust principal component analysis (RPCA)
TransSurv: Transformer-Based Survival Analysis Model Integrating Histopathological Images and Genomic Data for Colorectal Cancer
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2023, 卷号: 20, 期号: 6, 页码: 3411-3420
作者:
Lv, Zhilong
;
Lin, Yuexiao
;
Yan, Rui
;
Wang, Ying
;
Zhang, Fa
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2024/05/20
Cancer
Genomics
Bioinformatics
Transformers
Tumors
Feature extraction
Prognostics and health management
Survival analysis
multi-modal learning
transformer
histopathological slides
genomic data
Accelerating k-Shape Time Series Clustering Algorithm Using GPU
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 10, 页码: 2718-2734
作者:
Wang, Xun
;
Song, Ruibao
;
Xiao, Junmin
;
Li, Tong
;
Li, Xueqi
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/12/04
Data space
time series analysis
time series clustering
GPU architecture
k-shape algorithm
Federated Data Quality Assessment Approach: Robust Learning With Mixed Label Noise
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Zeng, Bixiao
;
Yang, Xiaodong
;
Chen, Yiqiang
;
Yu, Hanchao
;
Hu, Chunyu
;
Zhang, Yingwei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/12/04
Noise measurement
Servers
Task analysis
Adaptation models
Data models
Data integrity
Computers
Data quality assessment
federated learning (FL)
noise-robust algorithm
General Greedy De-Bias Learning
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9789-9805
作者:
Han, Xinzhe
;
Wang, Shuhui
;
Su, Chi
;
Huang, Qingming
;
Tian, Qi
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/12/04
Task analysis
Correlation
Training
Data models
Question answering (information retrieval)
Visualization
Image classification
Curriculum learning
dataset biases
greedy strategy
robust learning
Multi-View Matrix Factorization for Sparse Mobile Crowdsensing
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 24, 页码: 25767-25779
作者:
Li, Xiaocan
;
Xie, Kun
;
Xie, Gaogang
;
Li, Kenli
;
Cao, Jiannong
;
Zhang, Dafang
;
Wen, Jigang
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2023/07/12
Sparse matrices
Sensors
Data models
Estimation
Indexes
Air quality
Task analysis
Matrix factorization
mobile crowdsensing (MCS)