孙红卫 - 济南大学 - 数学科学学院

个人简介

1984-1988，浙江大学应用数学系，获理学学土；1988-1991年浙江大学应用数学系，获理学硕士； 2005-2008年，北京师范大学数学科学学院，获理学博士。2007年出访美国Duke大学统计系，2002-2014年间七次出访香港城市大学数学系。

研究领域

主要从事算子理论，学习理论方面的研究

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Hongwei Sun and Qiang Wu. A note on application of integral operator in learning theory. Applied and Computational Harmonic Analysis, 2009, 26: 416–421. (SCI， IMF：3.452， 2013) Hongwei Sun and Qiang Wu. Least Square Regression with Indefinite Kernels and Coefficient Regularization. Applied and Computational Harmonic Analysis, 2011,30: 96-109 (SCI， IMF：2.344) H. W. Sun. Mercer theorem for RKHS on noncompact sets. Journal of Complexity, 2005, 21(3): 337--349. (SCI， IMF：1.099， 2013) H.W.Sun and D.X.Zhou. Reproducing kernel Hilbert spaces associated with analytic translation-invariant Mercer kernels. Journal of Fourier Analysis and Applications, 2008, 14(1):89-101. (SCI， IMF：1.034,2013) Hongwei Sun and Qiang Wu. Regularized Least Square Regression with Dependent Samples. Advances in Computational Mathematics, 2010, 32: 175–189. (SCI， IMF：1.488, 2013) Hongwei Sun and Qiang Wu. Application of integral operator for regularized least-square regression. Mathematical and Computer Modelling, 2009, 49(1-2): 276-285. (SCI， IMF：1.346， 2013) Jia Cai and Hongwei Sun. Convergence Rate of Kernel Canonical Correlation Analysis, Sci China Math., 2011，54（10）：2161-2170。(SCI， IMF：0.332， 2013) Hongwei Sun and Qin Guo. Coefficient regularized regression with non-iid sampling, The International Journal of Computer Mathematics，88（15）：3113-3124（SCI， IMF：0.499， 2013） H. W. Sun. Behavior of a Functional in Learning Theory. Frontiers of Mathematics in China, 2007, 2(3): 455-465. Sun Hongwei , and Lu. F. On The Range of Elementary Operator Σ(X) =AX+XB+CXD. Advance in Mathmatics , 2003, 32 (1): 47-52 . F. Y. Lu, H. W. Sun. Positive definite dot product kernels in learning theory . Advances in Computational Mathmatics, 2005, 22(2): 181--198. (SCI， IMF：1.148) Hongwei Sun and Qiang Wu. Indefinite Kernel Network with Dependent Sampling. Analysis and Applications, Vol. 11, No. 5 (2013) 1350020 (15 pages). (SCI, IMF:1.14, 2013) Zhu Yukui and Hongwei Sun. Consistency Analysis of Spectral Regulariza-tion Algorithms. Abstract and Applied Analysis, Volume 2012, Article ID 436510, 16 pages doi:10.1155/2012/436510. (SCI, IMF:1.318，2013) Liu Ping and Hongwei Sun. REGULARIZED LEAST SQUARE ALGORITHM WITH TWO KERNELS. International Journal of Wavelets, Multiresolution and Information Processing, Vol. 10, No. 5 (2012) 1250043 (14pages). (SCI, IMF:1.306) Hongwei Sun and Liu Ping. The Optimal Solution of Multi-kernel Regularization Learning. Acta Mathematica Sinica, English Series, Aug., 2013, Vol. 29, No. 8, pp. 1607–1616. (SCI, IMF:0.357，2013) Xiaorong Chu and Hongwei Sun. Half Supervised Coefficient Regularization for Regression Learning with Unbounded Sampling. The International Journal of Computer Mathematics，2013，Vol. 90, No. 7, 1321–1333, http://dx.doi.org/ 10.1080/00207160.2012.749985. Xiaorong Chu and Hongwei Sun. Regularized Least Square Regression with Unbounded and Dependent Sampling. Abstract and Applied Analysis, Volume 2013, Article ID 139318, 7 pages, http://dx.doi.org/10.1155/2013/139318.