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Adaptive Memory Networks With Self-Supervised Learning for Unsupervised Anomaly Detection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 12, 页码: 12068-12080
作者:  Zhang, Yuxin;  Wang, Jindong;  Chen, Yiqiang;  Yu, Han;  Qin, Tao
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Unsupervised anomaly detection  time series  self-supervised learning  memory network  
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  
Deep spatial-temporal travel time prediction model based on trajectory feature 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2023, 卷号: 110, 页码: 12
作者:  Sheng, Zhaoyu;  Lv, Zhiqiang;  Li, Jianbo;  Xu, Zhihao
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Travel time prediction  Trajectory feature  Traffic condition  Spatial correlation  Temporal dependence  
OpenCL-accelerated first-principles calculations of all-electron quantum perturbations on HPC resources 期刊论文
FRONTIERS IN CHEMISTRY, 2023, 卷号: 11, 页码: 15
作者:  Wu, Zhikun;  Shang, Honghui;  Wu, Yangjun;  Zhang, Zhongcheng;  Liu, Ying;  Zhang, Yuyang;  Ouyang, Yucheng;  Cui, Huimin;  Feng, Xiaobing
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
OpenCL  DFPT  GPU  optimization  heterogeneous  
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  
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  
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  
Multi-featured spatial-temporal and dynamic multi-graph convolutional network for metro passenger flow prediction 期刊论文
CONNECTION SCIENCE, 2022, 卷号: 34, 期号: 1, 页码: 1252-1272
作者:  Zhao, Chuan;  Li, Xin;  Shao, Zezhi;  Yang, HongJi;  Wang, Fei
收藏  |  浏览/下载：31/0  |  提交时间：2022/12/07
Metro passenger flow prediction  deep learning  multi-featured spatial-temporal tensor  dynamic multi-graph neural network  
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：29/0  |  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