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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：7/0  |  提交时间：2023/12/04
Data space  time series analysis  time series clustering  GPU architecture  k-shape algorithm  
A new approach to COVID-19 data mining: A deep spatial-temporal prediction model based on tree structure for traffic revitalization index 期刊论文
DATA & KNOWLEDGE ENGINEERING, 2023, 卷号: 146, 页码: 18
作者:  Lv, Zhiqiang;  Wang, Xiaotong;  Cheng, Zesheng;  Li, Jianbo;  Li, Haoran;  Xu, Zhihao
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
COVID-19  Traffic revitalization index  Spatial-temporal model  Directional feature  Hierarchical feature  
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：7/0  |  提交时间：2023/12/04
Wind power forecast  T-LSTNet_markov model  Deep learning  Time series analysis  
Determining protein structures in cellular lamella at pseudo-atomic resolution by GisSPA 期刊论文
NATURE COMMUNICATIONS, 2023, 卷号: 14, 期号: 1, 页码: 9
作者:  Cheng, Jing;  Liu, Tong;  You, Xin;  Zhang, Fa;  Sui, Sen-Fang;  Wan, Xiaohua;  Zhang, Xinzheng
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 2, 页码: 2118-2132
作者:  Zhang, Yuxin;  Chen, Yiqiang;  Wang, Jindong;  Pan, Zhiwen
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Anomaly detection  Predictive models  Data models  Autoregressive processes  Image reconstruction  Forecasting  Computational modeling  Unsupervised anomaly detection  multi-sensor time series  convolutional autoencoder  attention based BiLSTM  
Odyssey: A Journey in the Land of Distributed Data Series Similarity Search 期刊论文
PROCEEDINGS OF THE VLDB ENDOWMENT, 2023, 卷号: 16, 期号: 5, 页码: 1140-1153
作者:  Chatzakis, Manos;  Fatourou, Panagiota;  Kosmas, Eleftherios;  Palpanas, Themis;  Peng, Botao
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 2974-2987
作者:  Wang, Kang;  Chen, Yiqiang;  Zhang, Yingwei;  Yang, Xiaodong;  Hu, Chunyu
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Surface electromyography  gesture recognition  cross-user  domain adaptation  semi-supervised learning  
Poisoning Attack Against Estimating From Pairwise Comparisons 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6393-6408
作者:  Ma, Ke;  Xu, Qianqian;  Zeng, Jinshan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Optimization  Heuristic algorithms  Sports  Voting  Uncertainty  Games  Data models  Adversarial learning  poisoning attack  pairwise comparison  rank aggregation  robust game  distributionally robust optimization  
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：30/0  |  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  
A Novel Approach for Predicting Water Demand with Complex Patterns Based on Ensemble Learning 期刊论文
WATER RESOURCES MANAGEMENT, 2022, 页码: 20
作者:  Xu, Zhihao;  Lv, Zhiqiang;  Li, Jianbo;  Shi, Anshuo
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Multifarious factors  Time series  Base learner  Local extreme values  Volatility