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Causal convolutional gated recurrent unit network with multiple decomposition methods for short-term wind speed forecasting 期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2020, 卷号: 226, 页码: 15
作者:  Zhang, Guowei;  Liu, Da
收藏  |  浏览/下载：128/0  |  提交时间：2021/04/26
Causal convolutional network  Gated recurrent unit  Multiple decomposition methods  Short-term wind speed forecasting  
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:  Xiao, Jin;  Jia, Yanlin;  Jiang, Xiaoyi;  Wang, Shouyang
收藏  |  浏览/下载：138/0  |  提交时间：2021/04/26
Biological system modeling  Data models  Biological neural networks  Predictive models  Neurons  Mathematical model  Complex-valued external criterion  complex-valued group method of data handling (GMDH)-type neural network  parameter estimation  real-valued classification  
A survey on network node ranking algorithms: Representative methods, extensions, and applications 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2020, 页码: 11
作者:  Liu, JiaQi;  Li, XueRong;  Dong, JiChang
收藏  |  浏览/下载：129/0  |  提交时间：2021/01/14
complex networks  node ranking methods  PageRank  HITS  algorithms  
Dynamic network topology and market performance: A case of the Chinese stock market 期刊论文
INTERNATIONAL JOURNAL OF FINANCE & ECONOMICS, 2020, 页码: 17
作者:  Huang, Chuangxia;  Zhao, Xian;  Su, Renli;  Yang, Xiaoguang;  Yang, Xin
收藏  |  浏览/下载：187/0  |  提交时间：2020/11/18
Chinese stock market  complex network  financial crises  market performance  minimum spanning tree  
Recovering Network Structures With Time-Varying Nodal Parameters 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 7, 页码: 2588-2598
作者:  Wang, Xiong;  Lu, Jinhu;  Wu, Xiaoqun
收藏  |  浏览/下载：185/0  |  提交时间：2020/09/23
Complex networks  Time-varying systems  Taylor series  Power system dynamics  Vehicle dynamics  Topology  Complex network  Lasso method  network reconstruction  time-varying nodal parameter  
Combining STRIPAT model and gated recurrent unit for forecasting nature gas consumption of China 期刊论文
MITIGATION AND ADAPTATION STRATEGIES FOR GLOBAL CHANGE, 2020, 页码: 19
作者:  Xiao, Yi;  Li, Keying;  Hu, Yi;  Xiao, Jin;  Wang, Shouyang
收藏  |  浏览/下载：144/0  |  提交时间：2020/09/23
Natural gas consumption forecasting  Emission reduction  Deep learning  STRIPAT model  Gated recurrent unit model  Bagging  
Systemic Importance of China's Financial Institutions: A Jump Volatility Spillover Network Review 期刊论文
ENTROPY, 2020, 卷号: 22, 期号: 5, 页码: 15
作者:  Yang, Xin;  Zhao, Xian;  Gong, Xu;  Yang, Xiaoguang;  Huang, Chuangxia
收藏  |  浏览/下载：145/0  |  提交时间：2020/09/23
financial institution  complex network  jump volatility  entropy weight TOPSIS  
An evolving network model with information filtering and mixed attachment mechanisms 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 545, 页码: 14
作者:  Huang, Xikun;  Lu, Ruqian
收藏  |  浏览/下载：136/0  |  提交时间：2020/06/30
Network generative model  Information filtering  Preferential attachment  Copying  In-degree distribution  
Multilayer coupled network promotes group consensus 期刊论文
EUROPEAN PHYSICAL JOURNAL PLUS, 2020, 卷号: 135, 期号: 2, 页码: 15
作者:  Li, Zhenpeng;  Tang, Xijin
收藏  |  浏览/下载：149/0  |  提交时间：2020/05/24
Recovering node parameters and topologies of uncertain non-linearly coupled complex networks 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 1, 页码: 105-115
作者:  Wang, Xiong;  Gu, Haibo;  Chen, Yao;  Lu, Jinhu
收藏  |  浏览/下载：140/0  |  提交时间：2020/05/24
complex networks  uncertain systems  synchronisation  delays  nonlinear control systems  adaptive control  topology  node dynamics  network topologies  adaptive anticipatory synchronisation-based approaches  unknown node parameters  response network  node delay  node parameters  uncertain nonlinearly coupled complex networks