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Missing data imputation and classification of small sample missing time series data based on gradient penalized adversarial multi-task learning
期刊论文
APPLIED INTELLIGENCE, 2024, 页码: 23
作者:
Liu, Jing-Jing
;
Yao, Jie-Peng
;
Liu, Jin-Hang
;
Wang, Zhong-Yi
;
Huang, Lan
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/03/27
Missing time series data
Small samples
Imputation
Classification
Gradient penalized adversarial Multitasking
Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification
期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 1, 页码: 30
作者:
Ma, Shuo
;
Zhang, Yingwei
;
Chen, Yiqiang
;
Xie, Tao
;
Song, Shuchao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/07/03
physiological signal
time-series signal
sleep stage classification
domain generalization
subject independent
Semi-Supervised Convolutional Long Short-Term Memory Neural Networks for Time Series Land Cover Classification
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 18
作者:
Shen, Jing
;
Tao, Chao
;
Qi, Ji
;
Wang, Hao
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2021/11/05
image classification
Long Short-Term Memory neural network (LSTM)
remote sensing
semi-supervised learning
time series analysis
Time-Series Classification Based on Fusion Features of Sequence and Visualization
期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 12, 页码: 1-25
作者:
Wang, BQ (Wang, Baoquan)[ 1,2,3 ]
;
Jiang, TH (Jiang, Tonghai)[ 1,3 ]
;
Zhou, X (Zhou, Xi)[ 1,3 ]
;
Ma, B (Ma, Bo)[ 1,2,3 ]
;
Zhao, F (Zhao, Fan)[ 1,3 ]
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  |  
浏览/下载:18/0
  |  
提交时间:2020/09/09
time series data
classification
fusion feature
visualization
area graph
attention
An ensemble of shapelet-based classifiers on inter-class and intra-class imbalanced multivariate time series at the early stage
期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 15
作者:
He, Guoliang
;
Zhao, Wen
;
Xia, Xuewen
;
Peng, Rong
;
Wu, Xiaoying
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/05
Multivariate time series
Early classification
Imbalanced data
A novel reconstructed training-set SVM with roulette cooperative coevolution for financial time series classification
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2019, 卷号: 123, 页码: 283-298
作者:
Luo Chao
;
Jiang Zhipeng
;
Zheng Yuanjie
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/12/11
Reconstructed training-set SVM
Cooperative coevolution
Time series
Classification
A just-in-time shapelet selection service for online time series classification
期刊论文
COMPUTER NETWORKS, 2019, 卷号: 157, 页码: 89-98
作者:
Ji, Cun
;
Zhao, Chao
;
Pan, Li
;
Liu, Shijun
;
Yang, Chenglei
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/11
Industrial internet of things
Cyber-physical system
Time series
classification
Shapelet
Subclass split
Local farthest deviation
points
Efficient search of the optimal prefix and suffix invariant size for dynamic time warping
期刊论文
Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019, 2019, 页码: 1971-1978
作者:
Zhan, Peng
;
Hu, Yupeng
;
Chen, Lin
;
Luo, Wei
;
Li, Xueqing
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/12/11
dynamic time warping
prefix and suffix invariant size
time series
time series classification
Selecting superior candidates from a suitable set: A selective extraction algorithm for accelerating shapelet discovery in time series data
期刊论文
Proceedings of the 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design, CSCWD 2019, 2019, 页码: 404-409
作者:
Zhao, Chao
;
Liu, Shijun
;
Pan, Li
;
Ji, Cun
;
Yang, Chenglei
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/11
Important data points
Selective extraction
Shapelet discovery
Subclass splitting
Time series classification
Multi-resolution representation with recurrent neural networks application for streaming time series in IoT
期刊论文
COMPUTER NETWORKS, 2019, 卷号: 152, 页码: 114-132
作者:
Hu, Yupeng
;
Ren, Pengjie
;
Luo, Wei
;
Zhan, Peng
;
Li, Xueqing
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2019/12/11
Internet of things
Streaming time series
Multi-resolution
representation
Time series classification
Recurrent neural networks
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