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Ensemble wavelet-learning approach for predicting the effective mechanical properties of concrete composite materials 期刊论文
COMPUTATIONAL MECHANICS, 2022, 页码: 31
Authors:  Linghu, Jiale;  Dong, Hao;  Cui, Junzhi
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Concrete composite materials  Weibull distribution  Equivalent mechanical parameters  Artificial neural networks  Wavelet transform  
Evaluating influential nodes for the Chinese energy stocks based on jump volatility spillover network 期刊论文
INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, 2022, 卷号: 78, 页码: 81-94
Authors:  Huang, Chuangxia;  Zhao, Xian;  Deng, Yunke;  Yang, Xiaoguang;  Yang, Xin
Favorite  |  View/Download:31/0  |  Submit date:2022/04/02
Complex network  Chinese energy stock market  High-frequency data  Jump volatility  Entropy weight TOPSIS  
A Network Evolution Model of Credit Risk Contagion between Banks and Enterprises Based on Agent-Based Model 期刊论文
JOURNAL OF MATHEMATICS, 2021, 卷号: 2021, 页码: 12
Authors:  Mu, Pei;  Chen, Tingqiang;  Pan, Kun;  Liu, Meng
Favorite  |  View/Download:25/0  |  Submit date:2022/04/02
Systemically important financial institutions in China: from view of tail risk spillover network 期刊论文
APPLIED ECONOMICS LETTERS, 2021, 页码: 7
Authors:  Yang, Xin;  Chen, Shan;  Liu, Zhifeng;  Yang, Xiaoguang;  Huang, Chuangxia
Favorite  |  View/Download:37/0  |  Submit date:2021/10/26
Financial institution  tail risk spillover network  panel data regression model  systemic risk  complex network  
Multiple-Tissue and Multilevel Analysis on Differentially Expressed Genes and Differentially Correlated Gene Pairs for HFpEF 期刊论文
FRONTIERS IN GENETICS, 2021, 卷号: 12, 页码: 14
Authors:  Zhou, Guofeng;  Sun, Shaoyan;  Yuan, Qiuyue;  Zhang, Run;  Jiang, Ping;  Li, Guangyu;  Wang, Yong;  Li, Xiao
Favorite  |  View/Download:44/0  |  Submit date:2021/10/26
heart failure with preserved ejection fraction  differentially expressed genes  differentially correlated gene pairs  differential network  molecular docking  
A network perspective of comovement and structural change: Evidence from the Chinese stock market 期刊论文
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2021, 卷号: 76, 页码: 18
Authors:  Huang, Chuangxia;  Deng, Yunke;  Yang, Xiaoguang;  Cao, Jinde;  Yang, Xin
Favorite  |  View/Download:36/0  |  Submit date:2021/10/26
Chinese stock market  Comovement  Complex network  Engle-Granger test  Weighted LeaderRank algorithm  
A Novel Synchronization Protocol for Nonlinear Stochastic Dynamical Networked Systems 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 5, 页码: 2676-2686
Authors:  Gu, Haibo;  Wang, Xiong;  Liu, Kexin;  Lu, Jinhu
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Synchronization  Protocols  Stochastic processes  Artificial neural networks  Adaptive systems  Perturbation methods  Complex dynamical network  Lyapunov function  networked system  stochastic perturbation  synchronization  
Evaluating Performances and Importance of Venture Capitals: A Complex Network Approach 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2021, 卷号: 68, 期号: 5, 页码: 2060-2068
Authors:  Liu, Jiaqi;  Li, Xuerong;  Lu, Linyuan;  Dong, Jichang;  Lu, Jinhu
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Venture capital  Investment  Complex networks  Companies  Industries  Technological innovation  Data models  Venture capital  co-investment network  investment performance  investment behavior  
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
Authors:  Liu, Yixin;  Li, Zhao;  Pan, Shirui;  Gong, Chen;  Zhou, Chuan;  Karypis, George
Favorite  |  View/Download:36/0  |  Submit date:2022/04/02
Anomaly detection  Task analysis  Graph neural networks  Unsupervised learning  Predictive models  Pattern matching  Training  Anomaly detection  attributed networks  contrastive self-supervised learning  graph neural networks (GNNs)  unsupervised learning  
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators 期刊论文
NATURE MACHINE INTELLIGENCE, 2021, 卷号: 3, 期号: 3, 页码: 218-+
Authors:  Lu, Lu;  Jin, Pengzhan;  Pang, Guofei;  Zhang, Zhongqiang;  Karniadakis, George Em
Favorite  |  View/Download:84/0  |  Submit date:2021/06/01