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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:6/0  |  提交时间:2023/12/04
Data space  time series analysis  time series clustering  GPU architecture  k-shape algorithm  
A combination predicting methodology based on T-LSTNet_Markov for short-term wind power prediction 期刊论文
NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023, 页码: 23
作者:  Wang, Yongsheng;  Wu, Yuhao;  Xu, Hao;  Chen, Zhen;  Gao, Jing;  Xu, ZhiWei;  Li, Leixiao
收藏  |  浏览/下载:6/0  |  提交时间:2023/12/04
Wind power forecast  T-LSTNet_markov model  Deep learning  Time series analysis  
CGCNImp: a causal graph convolutional network for multivariate time series imputation 期刊论文
PEERJ COMPUTER SCIENCE, 2022, 卷号: 8, 页码: 23
作者:  Liu, Caizheng;  Cui, Guangfan;  Liu, Shenghua
收藏  |  浏览/下载:22/0  |  提交时间:2022/12/07
Multivariate time series imputation  Graph causal analysis  Graph neural network  Deep neural network  
Exploring Correlation Network for Cheating Detection 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2020, 卷号: 11, 期号: 1, 页码: 23
作者:  Luo, Ping;  Shu, Kai;  Wu, Junjie;  Wan, Li;  Tan, Yong
收藏  |  浏览/下载:47/0  |  提交时间:2020/12/10
Correlation network analysis  cheating detection  distribution channel  time series  graph cut  
A Contrast Metric for Fraud Detection in Rich Graphs 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 12, 页码: 2235-2248
作者:  Liu, Shenghua;  Hooi, Bryan;  Faloutsos, Christos
收藏  |  浏览/下载:51/0  |  提交时间:2020/12/10
Image edge detection  Topology  Measurement  Robustness  Time series analysis  Tensile stress  Manuals  Graph mining  time series  fraud detection  contrast suspiciousness  
Modelling semantics across multiple time series and its applications 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2015, 卷号: 85, 页码: 27-36
作者:  Qiao, Zhi;  Huang, Guangyan;  He, Jing;  Zhang, Peng;  Zhang, Yanchun;  Guo, Li
收藏  |  浏览/下载:37/0  |  提交时间:2019/12/13
Multiple time series  Semantics analysis  Prediction  Anomaly detection  
Enhancing Time Series Clustering by Incorporating Multiple Distance Measures with Semi-Supervised Learning 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2015, 卷号: 30, 期号: 4, 页码: 859
作者:  Zhou Jing;  Zhu ShanFeng;  Huang Xiaodi;  Zhang Yanchun
收藏  |  浏览/下载:4/0  |  提交时间:2023/12/04
DIFFERENT REPRESENTATIONS  EDIT DISTANCE  CLASSIFICATION  SEGMENTATION  ENSEMBLE  time series analysis  clustering  dynamic programming  information search and retrieval