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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
Authors:  Xiao, Jin;  Jia, Yanlin;  Jiang, Xiaoyi;  Wang, Shouyang
Favorite  |  View/Download:117/0  |  Submit date: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 Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
Authors:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie;  Zhang, Guowei
Favorite  |  View/Download:127/0  |  Submit date:2020/06/30
Forecasting  Exchange rates  Predictive models  Self-organizing feature maps  Clustering algorithms  exchange rates forecasting  kernel-based extreme learning machine (KELM)  nonlinear ensemble  
Noise-Induced Synchronization of Hegselmann-Krause Dynamics in Full Space 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 9, 页码: 3804-3808
Authors:  Su, Wei;  Guo, Jin;  Chen, Xianzhong;  Chen, Ge
Favorite  |  View/Download:117/0  |  Submit date:2019/10/28
Full space  Hegselmann-Krause (HK) dynamics  noise-induced synchronization  self-organizing systems  
World Expo 2010 Pavilions Clustering Analysis Based on Self-Organizing Map 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2016, 卷号: 29, 期号: 4, 页码: 1089-1099
Authors:  Li Qianqian;  Gu Jifa
Favorite  |  View/Download:100/0  |  Submit date:2018/07/30
Pavilions clustering  self-organizing map  World Expo  
Efficient isometric multi-manifold learning based on the self-organizing method 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 345, 页码: 325-339
Authors:  Fan, Mingyu;  Zhang, Xiaoqin;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:129/0  |  Submit date:2018/07/30
Isomap  Nonlinear dimensionality reduction  Manifold learning  Pattern analysis  Multi-manifold embedding  
Self-organizing map of complex networks for community detection 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2010, 卷号: 23, 期号: 5, 页码: 931-941
Authors:  Li, Zhenping;  Wang, Ruisheng;  Zhang, Xiang-Sun;  Chen, Luonan
Favorite  |  View/Download:85/0  |  Submit date:2018/07/30
Community detection  complex network  neural networks  self-organizing map  
selforganizingmapofcomplexnetworksforcommunitydetection 期刊论文
journalofsystemsscienceandcomplexity, 2010, 卷号: 000, 期号: 005, 页码: 931
Authors:  Li Zhenping;  Wang Ruisheng;  Zhang Xiangsun;  Chen Luonan
Favorite  |  View/Download:102/0  |  Submit date:2020/01/10
Self-organizing map approaches for the haplotype assembly problem 期刊论文
MATHEMATICS AND COMPUTERS IN SIMULATION, 2009, 卷号: 79, 期号: 10, 页码: 3026-3037
Authors:  Wu, Ling-Yun;  Li, Zhenping;  Wang, Rui-Sheng;  Zhang, Xiang-Sun;  Chen, Luonan
Favorite  |  View/Download:129/0  |  Submit date:2018/07/30
SNP  Haplotype assembly  Minimum error correction  Self-organizing maps  Neural network  
改进的自组织映射(SOM)蛋白质折叠算法和计算实现 期刊论文
系统科学与数学, 2005, 卷号: 25.0, 期号: 005, 页码: 562-573
Authors:  王勇;  詹钟炜;  吴凌云;  章祥荪
Favorite  |  View/Download:136/0  |  Submit date:2021/01/14
自组织映射  蛋白质折叠算法  HP模型  搜索算法  迭代步数  
Simulated annealing with a potential function with discontinuous gradient on R-d 期刊论文
SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY, 2001, 卷号: 44, 期号: 5, 页码: 571-578
Authors:  Gong, GL;  Liu, Y;  Qian, MP
Favorite  |  View/Download:78/0  |  Submit date:2018/07/30
simulated annealing  self-organizing algorithm of Kohonen  log-Sobolev inequality  estimate of spectral gap