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Networked Knowledge and Complex Networks: An Engineering View 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 8, 页码: 1366-1383
作者:  Lu, Jinhu;  Wen, Guanghui;  Lu, Ruqian;  Wang, Yong;  Zhang, Songmao
收藏  |  浏览/下载：116/0  |  提交时间：2023/02/07
Complex network  knowledge graph  networked knowledge  neural network  
LLE Score: A New Filter-Based Unsupervised Feature Selection Method Based on Nonlinear Manifold Embedding and Its Application to Image Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 11, 页码: 5257-5269
作者:  Yao, Chao;  Liu, Ya-Feng;  Jiang, Bo;  Han, Jungong;  Han, Junwei
收藏  |  浏览/下载：134/0  |  提交时间：2018/07/30
Unsupervised learning  feature selection  manifold learning  image recognition  
Accelerating large partial EVD/SVD calculations by filtered block Davidson methods 期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 8, 页码: 1635-1662
作者:  Zhou Yunkai;  Wang Zheng;  Zhou Aihui
收藏  |  浏览/下载：114/0  |  提交时间：2018/07/30
partial EVD/SVD  polynomial filter  rational filter  kernel  graph  
A smoothing SQP framework for a class of composite minimization over polyhedron 期刊论文
MATHEMATICAL PROGRAMMING, 2016, 卷号: 158, 期号: 1-2, 页码: 467-500
作者:  Liu, Ya-Feng;  Ma, Shiqian;  Dai, Yu-Hong;  Zhang, Shuzhong
收藏  |  浏览/下载：142/0  |  提交时间：2018/07/30
Composite L-q minimization  epsilon-KKT point  Nonsmooth nonconvex non-Lipschitzian optimization  Optimality condition  Smoothing approximation  Worst-case iteration complexity  
Marginal Likelihood Integrals for Mixtures of Independence Models 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2009, 卷号: 10, 页码: 1611-1631
作者:  Lin, Shaowei;  Sturmfels, Bernd;  Xu, Zhiqiang
收藏  |  浏览/下载：102/0  |  提交时间：2018/07/30
marginal likelihood  exact integration  mixture of independence model  computational algebra