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Journal Articles
- 2024
- [j42]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: 106364 (2024) - [j41]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): 107291 (2024) - [j40]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: 122471 (2024) - [j39]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: 122729 (2024) - 2023
- [j38]Xiaoyu He
, Suixiang Shi, Xiulin Geng, Lingyu Xu:
Hierarchical attention-based context-aware network for long-term forecasting of chlorophyll. Appl. Intell. 53(9): 10202-10217 (2023) - [j37]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: 110294 (2023) - [j36]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: 118516 (2023) - [j35]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: 119374 (2023) - [j34]Longfei Xu
, Lingyu Xu, Jie Yu:
Time series imputation with GAN inversion and decay connection. Inf. Sci. 643: 119234 (2023) - [j33]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: 110995 (2023) - [j32]Ziheng Gao
, Zhuolin Li
, Jie Yu, Lingyu Xu
:
Global Spatiotemporal Graph Attention Network for Sea Surface Temperature Prediction. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j31]Zhuo Lin Li
, Gaowei Zhang, Jie Yu, Lingyu Xu
:
Dynamic graph structure learning for multivariate time series forecasting. Pattern Recognit. 138: 109423 (2023) - 2022
- [j30]Yucheng Liu, Jie Yu, Lingyu Xu, Lei Wang, Jinkun Yang:
SISSOS: intervention of tabular data and its applications. Appl. Intell. 52(1): 1044-1058 (2022) - [j29]Xiulin Geng
, Xiaoyu He, Lingyu Xu, Jie Yu:
Attention-based gating optimization network for multivariate time series prediction. Appl. Soft Comput. 126: 109275 (2022) - [j28]Xiaoyu He
, Suixiang Shi, Xiulin Geng, Lingyu Xu:
Hierarchical attention-based context-aware network for red tide forecasting. Appl. Soft Comput. 127: 109337 (2022) - [j27]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): 102934 (2022) - [j26]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: 72-84 (2022) - [j25]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): 96 (2022) - [j24]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): 171 (2022) - [j23]Xiaoyu He, Suixiang Shi, Xiulin Geng, Lingyu Xu:
Information-aware attention dynamic synergetic network for multivariate time series long-term forecasting. Neurocomputing 500: 143-154 (2022) - [j22]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): 577 (2022) - [j21]Xiulin Geng, Xiaoyu He, Lingyu Xu, Jie Yu:
Graph correlated attention recurrent neural network for multivariate time series forecasting. Inf. Sci. 606: 126-142 (2022) - [j20]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: 1-5 (2022) - [j19]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: 1-5 (2022) - 2021
- [j18]Xiaoyu He
, Suixiang Shi, Xiulin Geng, Lingyu Xu, Xiaolin Zhang:
Spatial-temporal attention network for multistep-ahead forecasting of chlorophyll. Appl. Intell. 51(7): 4381-4393 (2021) - [j17]Xuan Yu
, Suixiang Shi
, Lingyu Xu
:
A spatial-temporal graph attention network approach for air temperature forecasting. Appl. Soft Comput. 113(Part): 107888 (2021) - [j16]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: 102833 (2021) - 2020
- [j15]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: 101958 (2020) - [j14]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): 34 (2020) - [j13]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): 740-744 (2020) - 2019
- [j12]Xiang-Xin Wang, Ling-Yu Xu, Jie Yu, Huai-Yu Xu, Xuan Yu:
Detection of correlation characteristics between financial time series based on multi-resolution analysis. Adv. Eng. Informatics 42 (2019) - 2018
- [j11]Zongwen Huang, Lingyu Xu, Lei Wang, Gaowei Zhang, Yaya Liu:
Construction of Complex Network with Multiple Time Series Relevance. Inf. 9(8): 202 (2018) - [j10]Lingyu Xu, Huan Xu, Jie Yu, Lei Wang:
Linkage Effects Mining in Stock Market Based on Multi-Resolution Time Series Network. Inf. 9(11): 276 (2018) - 2017
- [j9]Jie Yu, Chao Tao
, Lingyu Xu, Haiqiao Wu, Fangfang Liu:
Construction of Hierarchical Cognitive Academic Map. IEEE Access 5: 2141-2151 (2017) - [j8]Gaowei Zhang, Lingyu Xu, Yunlan Xue:
Model and forecast stock market behavior integrating investor sentiment analysis and transaction data. Clust. Comput. 20(1): 789-803 (2017) - [j7]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) - 2016
- [j6]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): 1201-1210 (2016) - [j5]Lei Wang
, Lingyu Xu, Jie Yu, Yunlan Xue, Gaowei Zhang:
Context-aware edge similarity segmentation algorithm of time series. Clust. Comput. 19(3): 1421-1436 (2016) - [j4]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): 4161-4176 (2016) - [j3]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: 216 (2016) - 2015
- [j2]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): 46-57 (2015) - 2012
- [j1]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): 2593-2598 (2012)
Conference and Workshop Papers
- 2022
- [c37]Jie Yu, Junchen He, Lingyu Xu:
Hypergraph-Based Academic Paper Recommendation. KSEM (3) 2022: 449-462 - 2019
- [c36]Jie Yu, Rongrong Chen, Lingyu Xu, Dongdong Wang:
Concept extraction for structured text using entropy weight method. ISCC 2019: 1-6 - [c35]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: 1-8 - 2018
- [c34]Yu Jiang, Lizhen Jiao, Lingyu Xu:
Developing Digital Campus by Application-Driven: Experience and Challenges in Mainland China. ICBL 2018: 105-114 - [c33]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: 36-45 - [c32]Wanwan Jiang, Lingyu Xu, Jie Yu, Gaowei Zhang:
Research and Application of Mapping Relationship Based on Learning Attention Mechanism. PAKDD (1) 2018: 310-321 - 2017
- [c31]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: 2124-2131 - [c30]Yaya Liu, Jiulei Jiang, Lingyu Xu, Lishuang Zhao:
Formalization of Business Process with Flexibility Based on Service Interaction. DASC/PiCom/DataCom/CyberSciTech 2017: 351-355 - [c29]Xinjuan Li, Jie Yu, Lingyu Xu, Gaowei Zhang:
Time Series Classification with Deep Neural Networks Based on Hurst Exponent Analysis. ICONIP (1) 2017: 194-204 - [c28]Haotian Xu, Lingyu Xu:
Multi-label feature selection algorithm based on label pairwise ranking comparison transformation. IJCNN 2017: 1210-1217 - 2016
- [c27]Jie Yu, Haiqiao Wu, Chao Tao, Lingyu Xu:
Acquisition and Representation of Knowledge for Academic Field. APWeb Workshops 2016: 289-297 - [c26]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: 119-123 - [c25]Yunlan Xue, Lingyu Xu, Jie Yu, Lei Wang, Gaowei Zhang:
Memory-Forgetting Curve based on Virtual and Real Spaces for Commercial Recommendation. MobiMedia 2016: 205-209 - [c24]Yunlan Xue, Lingyu Xu, Jie Yu:
Event Multiple Influence Calculation and Relationship of Multiple Influence Discovery. SEKE 2016: 42-45 - 2015
- [c23]Lei Wang
, Lingyu Xu, Jie Yu, Yunlan Xue, Gaowei Zhang, Xiangfeng Luo:
Search of web service based on association rule. ICCI*CC 2015: 262-266 - [c22]Yunlan Xue, Lingyu Xu, Lei Wang, Gaowei Zhang, Xiangfeng Luo:
An Estimate Method of Event Influence Scope Based on Special Field. IIKI 2015: 39-44 - [c21]Yunlan Xue, Lingyu Xu, Jie Yu, Lei Wang, Gaowei Zhang:
A Detection Method of Stock Event Source. SKG 2015: 174-179 - 2013
- [c20]Feiyue Ye, Feng Zhang, Xiangfeng Luo, Lingyu Xu:
Research on measuring semantic correlation based on the Wikipedia hyperlink network. ICIS 2013: 309-314 - [c19]Yang Liu, Lingyu Xu, Jie Yu, Yunlan Xue, Han Dong:
A Method of Field Recognizing Based on Association Strength. DASC 2013: 362-367 - [c18]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: 459-463 - [c17]Zhilei Huang, Lingyu Xu, Yang Liu:
The Research of MEICSP Model through a REST Web Service. GreenCom/iThings/CPScom 2013: 2148-2152 - [c16]Feiyue Ye, Jiannan Xiong, Lingyu Xu:
A Text Association Rules Mining Method Based on Concept Algebra. GreenCom/iThings/CPScom 2013: 2153-2158 - [c15]Yang Liu, Lingyu Xu, Liang Chen, Fei Zhong:
Research and Application of the Intelligent Flow. GreenCom/iThings/CPScom 2013: 2159-2163 - 2012
- [c14]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: 31-36 - [c13]Yongquan Xu, Shaochun Wu, Gaozhao Chen, Rongrong Gu, Lingyu Xu, Kui Wang:
Data De-duplication for Primary Storage System. ACIS-ICIS 2012: 193-198 - [c12]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: 219-223 - [c11]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: 1087-1091 - [c10]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: 765-769 - 2011
- [c9]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: 284-293 - [c8]Baiquan Zhu, Xiangfeng Luo, Yang Liu, Xiang He, Lingyu Xu:
Model Interactive Search between User and Associated Link Networks. DASC 2011: 729-736 - 2010
- [c7]Yajun Jiang, Zaoliang Wu, Zengrong Zhan, Lingyu Xu:
A Research of the Internet Based on Web Information Extraction and Data Fusion. ICWL Workshops 2010: 195-206 - 2009
- [c6]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: 278-282 - [c5]Lingyu Xu, Pingen Zhang, Jun Xu, Shaochun Wu, Guijun Han, Dongfeng Xu:
Conflict Analysis of Multi-source SST Distribution. HPCA (China) 2009: 479-484 - [c4]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: 356-359 - [c3]Lingyu Xu, Pingen Zhang, Xiaojun Fang, Shaochun Wu, Guijun Han, Dongfeng Xu:
Multi-range Fusion Technique Using Multi-channel Monitoring SST. SKG 2009: 49-53 - 2008
- [c2]Lingyu Xu, Shijie Sun, Yan Li, Na Zhang, Xiangfeng Luo:
The Intelligent Cluster Model Based on Semantic Similarity. HPCC 2008: 837-842 - [c1]Lingyu Xu, Na Zhang, Wentao Huang, Shijie Sun:
Multi-text Fusion Computation Based on Flexible Interval Control. ICYCS 2008: 1795-1800
Informal and Other Publications
- 2021
- [i1]Zhuoling Li, Gaowei Zhang, Lingyu Xu, Jie Yu:
Dynamic Graph Learning-Neural Network for Multivariate Time Series Modeling. CoRR abs/2112.03273 (2021)
Coauthor Index
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