Lingyu Xu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 58

Top Topics

Multivariate Time Series

Surface Temperature

Top Venues

Biomed. Signal Process. Control.

Appl. Soft Comput.

Expert Syst. Appl.

IEEE Geosci. Remote. Sens. Lett.

Publications

Zehua He, Lingyu Xu, Jie Yu, Xinrong Wu
Dynamic multi-fusion spatio-temporal graph neural network for multivariate time series forecasting. Expert Syst. Appl. 241 (2024)
Zhengqi Fan, Ziheng Gao, Lingyu Xu, Jie Yu, Jun Li
Identification of autism spectrum disorder based on functional near-infrared spectroscopy using dynamic multi-attribute spatio-temporal graph neural network. Biomed. Signal Process. Control. 94 (2024)
Zhuolin Li, Ziheng Gao, Gaowei Zhang, Jingjing Liu, Lingyu Xu
Dynamic personalized graph neural network with linear complexity for multivariate time series forecasting. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Zhuolin Li, Ziheng Gao, Xiaolin Zhang, Gaowei Zhang, Lingyu Xu
Time-aware personalized graph convolutional network for multivariate time series forecasting. Expert Syst. Appl. 240 (2024)
Xiaoyu He, Suixiang Shi, Xiulin Geng, Lingyu Xu
Hierarchical attention-based context-aware network for long-term forecasting of chlorophyll. Appl. Intell. 53 (9) (2023)
Ziheng Gao, ZhuoLin Li, Lingyu Xu, Jie Yu
Dynamic adaptive spatio-temporal graph neural network for multi-node offshore wind speed forecasting. Appl. Soft Comput. 141 (2023)
Ziheng Gao, Zhuolin Li, Jie Yu, Lingyu Xu
Global Spatiotemporal Graph Attention Network for Sea Surface Temperature Prediction. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Xiaoyu He, Suixiang Shi, Xiulin Geng, Jie Yu, Lingyu Xu
Multi-step forecasting of multivariate time series using multi-attention collaborative network. Expert Syst. Appl. 211 (2023)
Ziheng Gao, Zhuolin Li, Haoran Zhang, Jie Yu, Lingyu Xu
Dynamic spatiotemporal interactive graph neural network for multivariate time series forecasting. Knowl. Based Syst. 280 (2023)
Longfei Xu, Lingyu Xu, Jie Yu
Time series imputation with GAN inversion and decay connection. Inf. Sci. 643 (2023)
ZhuoLin Li, Jie Yu, Gaowei Zhang, Lingyu Xu
Dynamic spatio-temporal graph network with adaptive propagation mechanism for multivariate time series forecasting. Expert Syst. Appl. 216 (2023)
Zhuo Lin Li, Gao Wei Zhang, Jie Yu, Lingyu Xu
Dynamic graph structure learning for multivariate time series forecasting. Pattern Recognit. 138 (2023)
Xiulin Geng, Xiaoyu He, Lingyu Xu, Jie Yu
Graph correlated attention recurrent neural network for multivariate time series forecasting. Inf. Sci. 606 (2022)
Jingyun Zhang, Lingyu Xu, Baogang Jin
SWAR: A Deep Multi-Model Ensemble Forecast Method with Spatial Grid and 2-D Time Structure Adaptability for Sea Level Pressure. Inf. 13 (12) (2022)
Xiaoyu He, Suixiang Shi, Xiulin Geng, Lingyu Xu
Information-aware attention dynamic synergetic network for multivariate time series long-term forecasting. Neurocomputing 500 (2022)
Xiulin Geng, Xiaoyu He, Lingyu Xu, Jie Yu
Attention-based gating optimization network for multivariate time series prediction. Appl. Soft Comput. 126 (2022)
Jiahao Shi, Jie Yu, Jinkun Yang, Lingyu Xu, Huan Xu
Time Series Surface Temperature Prediction Based on Cyclic Evolutionary Network Model for Complex Sea Area. Future Internet 14 (3) (2022)
Tingting Wang, Zhuolin Li, Xiulin Geng, Baogang Jin, Lingyu Xu
Time Series Prediction of Sea Surface Temperature Based on an Adaptive Graph Learning Neural Model. Future Internet 14 (6) (2022)
Yucheng Liu, Jie Yu, Lingyu Xu, Lei Wang, Jinkun Yang
SISSOS: intervention of tabular data and its applications. Appl. Intell. 52 (1) (2022)
Xiaoyu He, Suixiang Shi, Xiulin Geng, Lingyu Xu
Hierarchical attention-based context-aware network for red tide forecasting. Appl. Soft Comput. 127 (2022)
Jie Yu, Junchen He, Lingyu Xu
Hypergraph-Based Academic Paper Recommendation. KSEM (3) (2022)
Xiaoyu He, Suixiang Shi, Xiulin Geng, Lingyu Xu
Dynamic Co-Attention Networks for multi-horizon forecasting in multivariate time series. Future Gener. Comput. Syst. 135 (2022)
Jingjing Liu, Baogang Jin, Lei Wang, Lingyu Xu
Sea Surface Height Prediction With Deep Learning Based on Attention Mechanism. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yaya Liu, Lingyu Xu, Jie Yu, Jun Li, Xuan Yu
Corrigendum to "Identification of autism spectrum disorder using multi-regional resting-state data through an attention learning approach" [Biomed. Signal Process. Control 69 (2021) 102833]. Biomed. Signal Process. Control. 71 (Part) (2022)
Jiang Xie, Jiaming Ouyang, Jiyuan Zhang, Baogang Jin, Suixiang Shi, Lingyu Xu
An Evolving Sea Surface Temperature Predicting Method Based on Multidimensional Spatiotemporal Influences. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xiaoyu He, Suixiang Shi, Xiulin Geng, Lingyu Xu, Xiaolin Zhang
Spatial-temporal attention network for multistep-ahead forecasting of chlorophyll. Appl. Intell. 51 (7) (2021)
Xuan Yu, Suixiang Shi, Lingyu Xu
A spatial-temporal graph attention network approach for air temperature forecasting. Appl. Soft Comput. 113 (Part) (2021)
Zhuoling Li, Gaowei Zhang, Lingyu Xu, Jie Yu
Dynamic Graph Learning-Neural Network for Multivariate Time Series Modeling. CoRR (2021)
Yaya Liu, Lingyu Xu, Jie Yu, Jun Li, Xuan Yu
Identification of autism spectrum disorder using multi-regional resting-state data through an attention learning approach. Biomed. Signal Process. Control. 69 (2021)
Xiaofan Wang, Lingyu Xu
Unsteady Multi-Element Time Series Analysis and Prediction Based on Spatial-Temporal Attention and Error Forecast Fusion. Future Internet 12 (2) (2020)
Jiang Xie, Jiyuan Zhang, Jie Yu, Lingyu Xu
An Adaptive Scale Sea Surface Temperature Predicting Method Based on Deep Learning With Attention Mechanism. IEEE Geosci. Remote. Sens. Lett. 17 (5) (2020)
Lingyu Xu, Yanrong Guo, Jun Li, Jie Yu, Huan Xu
Classification of autism spectrum disorder based on fluctuation entropy of spontaneous hemodynamic fluctuations. Biomed. Signal Process. Control. 60 (2020)
Lingyu Xu, Antoine B. Bagula, Omowunmi E. Isafiade, Kun Ma, Tapiwa M. Chiwewe
Design of a Credible Blockchain-Based E-Health Records (CB-EHRS) Platform. ITU Kaleidoscope (2019)
Jie Yu, Rongrong Chen, Lingyu Xu, Dongdong Wang
Concept extraction for structured text using entropy weight method. ISCC (2019)
Yu Jiang, Lizhen Jiao, Lingyu Xu
Developing Digital Campus by Application-Driven: Experience and Challenges in Mainland China. ICBL (2018)
Lei Wang, Zongwen Huang, Suixiang Shi, Kuo Chen, Lingyu Xu, Gaowei Zhang
Marine Multiple Time Series Relevance Discovery Based on Complex Network. ICONIP (6) (2018)
Wanwan Jiang, Lingyu Xu, Jie Yu, Gaowei Zhang
Research and Application of Mapping Relationship Based on Learning Attention Mechanism. PAKDD (1) (2018)
Lingyu Xu, Huan Xu, Jie Yu, Lei Wang
Linkage Effects Mining in Stock Market Based on Multi-Resolution Time Series Network. Inf. 9 (11) (2018)
Zongwen Huang, Lingyu Xu, Lei Wang, Gaowei Zhang, Yaya Liu
Construction of Complex Network with Multiple Time Series Relevance. Inf. 9 (8) (2018)
Haotian Xu, Lingyu Xu
Multi-label feature selection algorithm based on label pairwise ranking comparison transformation. IJCNN (2017)
Jiang Xie, Haitao Wang, Jiyuan Zhang, Chao Meng, Yanyan Kong, Shanping Mao, Lingyu Xu, Wu Zhang
A novel hybrid subset-learning method for predicting risk factors of atherosclerosis. BIBM (2017)
Xinjuan Li, Jie Yu, Lingyu Xu, Gaowei Zhang
Time Series Classification with Deep Neural Networks Based on Hurst Exponent Analysis. ICONIP (1) (2017)
Yaya Liu, Jiulei Jiang, Lingyu Xu, Lishuang Zhao
Formalization of Business Process with Flexibility Based on Service Interaction. DASC/PiCom/DataCom/CyberSciTech (2017)
Gaowei Zhang, Lingyu Xu, Yunlan Xue
The time dependency predictive model on the basis of community detection and long-short term memory. Concurr. Comput. Pract. Exp. 29 (24) (2017)
Gaowei Zhang, Lingyu Xu, Yunlan Xue
Model and forecast stock market behavior integrating investor sentiment analysis and transaction data. Clust. Comput. 20 (1) (2017)
Jie Yu, Chao Tao, Lingyu Xu, Haiqiao Wu, Fangfang Liu
Construction of Hierarchical Cognitive Academic Map. IEEE Access 5 (2017)
Jie Yu, Haiqiao Wu, Chao Tao, Lingyu Xu
Acquisition and Representation of Knowledge for Academic Field. APWeb Workshops (2016)
Yunlan Xue, Lingyu Xu, Bingcheng Qiu, Lei Wang, Gaowei Zhang
Relationship discovery in public opinion and actual behavior for social media stock data space. EURASIP J. Wirel. Commun. Netw. 2016 (2016)
Yunlan Xue, Lingyu Xu, Jie Yu, Lei Wang, Gaowei Zhang
Memory-Forgetting Curve based on Virtual and Real Spaces for Commercial Recommendation. MobiMedia (2016)
Yunlan Xue, Lingyu Xu, Jie Yu
Event Multiple Influence Calculation and Relationship of Multiple Influence Discovery. SEKE (2016)
Lei Wang, Lingyu Xu, Jie Yu, Yunlan Xue, Gaowei Zhang
Context-aware edge similarity segmentation algorithm of time series. Clust. Comput. 19 (3) (2016)
Yunlan Xue, Lingyu Xu, Jie Yu, Lei Wang, Gaowei Zhang
Event space model in virtual and real society based on special field. Concurr. Comput. Pract. Exp. 28 (15) (2016)
Lei Wang, Lingyu Xu, Yunlan Xue, Gaowei Zhang
Group behavior time series anomaly detection in specific network space based on separation degree. Clust. Comput. 19 (3) (2016)
Lei Wang, Lingyu Xu, Jie Yu, Yunlan Xue, Gaowei Zhang, Xiang Yu, Bofeng Zhang
The Construction and Analysis of Baidu Baike Entry Network. DASC/PiCom/DataCom/CyberSciTech (2016)
Lei Wang, Lingyu Xu, Yunlan Xue, Gaowei Zhang, Xiangfeng Luo
Search of Web Service based on Weighted Association Rule. Int. J. Softw. Sci. Comput. Intell. 7 (3) (2015)
Yunlan Xue, Lingyu Xu, Jie Yu, Lei Wang, Gaowei Zhang
A Detection Method of Stock Event Source. SKG (2015)
Lei Wang, Lingyu Xu, Jie Yu, Yunlan Xue, Gaowei Zhang, Xiangfeng Luo
Search of web service based on association rule. ICCI*CC (2015)
Yunlan Xue, Lingyu Xu, Lei Wang, Gaowei Zhang, Xiangfeng Luo
An Estimate Method of Event Influence Scope Based on Special Field. IIKI (2015)
Zhilei Huang, Lingyu Xu, Yang Liu
The Research of MEICSP Model through a REST Web Service. GreenCom/iThings/CPScom (2013)
Yanhong Zhang, Lingyu Xu, Jie Yu, Fei Zhong, Yang Liu
The Research of Building Multidimensional Multi-granularity Automatic Uncertain Knowledge System Based on Attributes Similarity. DASC (2013)
Feiyue Ye, Jiannan Xiong, Lingyu Xu
A Text Association Rules Mining Method Based on Concept Algebra. GreenCom/iThings/CPScom (2013)
Yang Liu, Lingyu Xu, Jie Yu, Yunlan Xue, Han Dong
A Method of Field Recognizing Based on Association Strength. DASC (2013)
Feiyue Ye, Feng Zhang, Xiangfeng Luo, Lingyu Xu
Research on measuring semantic correlation based on the Wikipedia hyperlink network. ICIS (2013)
Yang Liu, Lingyu Xu, Liang Chen, Fei Zhong
Research and Application of the Intelligent Flow. GreenCom/iThings/CPScom (2013)
Rongrong Gu, Shaochun Wu, Han Dong, Yongquan Xu, Gaozhao Chen, Lingyu Xu
A Modeling Method of Scientific Workflow Based on Cloud Environment. ACIS-ICIS (2012)
Yongquan Xu, Shaochun Wu, Gaozhao Chen, Rongrong Gu, Lingyu Xu, Kui Wang
Data De-duplication for Primary Storage System. ACIS-ICIS (2012)
Cuicui Song, Lingyu Xu, Hongmei Shi, Fei Zhong, Gaozhao Chen, Yang Liu
Cross-Validation of Multi-source SST Data Based on Point-to-Point. CIT (2012)
Hongmei Shi, Lingyu Xu, Cuicui Song, Xiangfeng Luo, Fei Zhong, Yang Liu
A Method of Extracting High Precision Point to Replace in-situ SST Data. CGC (2012)
Hongmei Shi, Han Dong, Lingyu Xu, Cuicui Song, Fei Zhong, Ruidan Su
Multi-satellite Monitoring SST Data Fusion based on the Adaptive Threshold Clustering Algorithm. J. Comput. 7 (10) (2012)
Shaochun Wu, Gaozhao Chen, Tiegang Gao, Lingyu Xu, Cuicui Song
Replica Pre-adjustment Strategy Based on Trend Analysis of File Popularity within Cloud Environment. CIT (2012)
Xiangfeng Luo, Lei Lu, Weidong Liu, Jun Zhang, Lingyu Xu
Deep textual semantics acquisition based on the activation of domain knowledge. IEEE ICCI*CC (2011)
Baiquan Zhu, Xiangfeng Luo, Yang Liu, Xiang He, Lingyu Xu
Model Interactive Search between User and Associated Link Networks. DASC (2011)
Yajun Jiang, Zaoliang Wu, Zengrong Zhan, Lingyu Xu
A Research of the Internet Based on Web Information Extraction and Data Fusion. ICWL Workshops (2010)
Lingyu Xu, Pingen Zhang, Jun Xu, Shaochun Wu, Guijun Han, Dongfeng Xu
Conflict Analysis of Multi-source SST Distribution. HPCA (China) (2009)
Lingyu Xu, Pingen Zhang, Xiaojun Fang, Shaochun Wu, Guijun Han, Dongfeng Xu
Multi-range Fusion Technique Using Multi-channel Monitoring SST. SKG (2009)
Shaochun Wu, Duhong Song, Ming-dong Li, Lingyu Xu
A Novel Method of De-noising and Classifying on Mental EEG of Imaging Left-Right Hands Movement. IJCBS (2009)
Shaochun Wu, Ming-dong Li, Yan Tang, Lingyu Xu, Daming Wei
The Data Scales in Multi-valued Context Based on Formal Concept Analysis. CIT (2) (2009)
Lingyu Xu, Na Zhang, Wentao Huang, Shijie Sun
Multi-text Fusion Computation Based on Flexible Interval Control. ICYCS (2008)
Lingyu Xu, Shijie Sun, Yan Li, Na Zhang, Xiangfeng Luo
The Intelligent Cluster Model Based on Semantic Similarity. HPCC (2008)