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Port pollution prediction and management via multi-view intelligent computing: A case study of Tianjin Port 期刊论文
REGIONAL STUDIES IN MARINE SCIENCE, 2026, 卷号: 95, 页码: 27
作者:  Xue, Tong;  Li, Yong;  Mei, Qiang;  Bai, Yundi;  Yang, Yang;  Cui, Lei;  Wang, Peng;  Zhang, Beibei;  Wang, Shaohua
收藏  |  浏览/下载:2/0  |  提交时间:2026/05/25
Pollutants  Greenhouse gases  Emission inventory  Tianjin port  AIS data  Time series forecasting  
The Design of an Efficient Lossy Compressor for Time Series Databases 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 4, 页码: 27
作者:  Zou, Xiangyu;  Wang, Shihao;  Shi, Yang;  Chen, Xinyu;  Jin, Sian;  Tao, Dingwen;  Xia, Wen
收藏  |  浏览/下载:1/0  |  提交时间:2026/05/25
IoT database  time-series data  lossy compression  
HUTFormer: Hierarchical U-Net transformer for long-term traffic forecasting 期刊论文
COMMUNICATIONS IN TRANSPORTATION RESEARCH, 2025, 卷号: 5, 页码: 15
作者:  Shao, Zezhi;  Wang, Fei;  Sun, Tao;  Yu, Chengqing;  Fang, Yuchen;  Jin, Guangyin;  An, Zhulin;  Liu, Yang;  Qu, Xiaobo;  Xu, Yongjun
收藏  |  浏览/下载:2/0  |  提交时间:2026/05/25
Traffic condition forecasting  Long-term time series forecasting  Multivariate time series forecasting  
GinAR plus : A Robust End-to-End Framework for Multivariate Time Series Forecasting With Missing Values 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 8, 页码: 4635-4648
作者:  Yu, Chengqing;  Wang, Fei;  Shao, Zezhi;  Qian, Tangwen;  Zhang, Zhao;  Wei, Wei;  An, Zhulin;  Wang, Qi;  Xu, Yongjun
收藏  |  浏览/下载:27/0  |  提交时间:2025/12/03
Correlation  Predictive models  Forecasting  Time series analysis  Data models  Robustness  Adaptation models  Imputation  Contrastive learning  Training  graph interpolation attention recursive network  multivariate time series forecasting with missing values  
PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 7, 页码: 4728-4740
作者:  Liu, Renju;  Shen, Jianfei;  Gu, Yang;  Chen, Yiqiang;  Zhang, Jiling;  Wu, Qingyu;  Xu, Chenyang;  Fan, Feiyi
收藏  |  浏览/下载:23/0  |  提交时间:2025/12/03
Blood pressure  Physiology  Contrastive learning  Data augmentation  Semantics  Feature extraction  Estimation  Time series analysis  Training  Data models  Blood pressure estimation  physiological signal processing  representation learning  self-supervised learning  
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 1, 页码: 291-305
作者:  Shao, Zezhi;  Wang, Fei;  Xu, Yongjun;  Wei, Wei;  Yu, Chengqing;  Zhang, Zhao;  Yao, Di;  Sun, Tao;  Jin, Guangyin;  Cao, Xin;  Cong, Gao;  Jensen, Christian S.;  Cheng, Xueqi
收藏  |  浏览/下载:56/0  |  提交时间:2025/06/25
Forecasting  Time series analysis  Benchmark testing  Transformers  Predictive models  Data models  Computer science  Reliability  Proposals  Electricity  Benchmarking  multivariate time series  spatial-temporal forecasting  long-term time series forecasting  
Exploring the DIMM PIM Architecture for Accelerating Time Series Analysis 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2025, 卷号: 24, 期号: 1, 页码: 169-172
作者:  Shi, Shunchen;  Yang, Fan;  Li, Zhichun;  Li, Xueqi;  Sun, Ninghui
收藏  |  浏览/下载:21/0  |  提交时间:2025/12/03
Time series analysis  Computer architecture  Pipelines  Hardware  Bandwidth  Indexes  Parallel processing  Data mining  Central Processing Unit  Data transfer  processing in memory  
A Novel Approach for State of Health Estimation and Remaining Useful Life Prediction of Supercapacitors Using an Improved Honey Badger Algorithm Assisted Hybrid Neural Network 期刊论文
PROTECTION AND CONTROL OF MODERN POWER SYSTEMS, 2024, 卷号: 9, 期号: 6, 页码: 1-18
作者:  Yi, Zhenxiao;  Wang, Shi;  Li, Zhaoting;  Wang, Licheng;  Wang, Kai
收藏  |  浏览/下载:59/0  |  提交时间:2024/12/06
Accuracy  Recurrent neural networks  Computational modeling  Time series analysis  Predictive models  Supercapacitors  Feature extraction  Prediction algorithms  Convolutional neural networks  Long short term memory  state of health  re-maining useful life  honey badger algorithm  recurrent dropout  
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:65/0  |  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  
An Unsupervised Long- and Short-Term Sparse Graph Neural Network for Multisensor Anomaly Detection 期刊论文
IEEE SENSORS JOURNAL, 2024, 卷号: 24, 期号: 14, 页码: 23088-23097
作者:  Miao, Qiucheng;  Wang, Dandan;  Xu, Chuanfu;  Zhan, Jun;  Wu, Chengkun
收藏  |  浏览/下载:67/0  |  提交时间:2024/12/06
Sensors  Anomaly detection  Time series analysis  Sensor systems  Graph neural networks  Correlation  Sensor fusion  Graph neural network (GNN)  long-term  short-term  skip-gate recurrent unit (skip-GRU)