张红娟
姓名 张红娟
职称/职务 讲师
电话/传真 021-66135676
电子邮箱 zhanghongjuan@shu.edu.cn
个人主页
学科/专业 运筹学与控制论
主要研究领域 模式识别、机器学习及优化算法研究与应用
学术/社会兼职
主要获奖
主要课程教学
本科生课程:概率论与数理统计

 

研究生课程:最优化理论与算法

代表性论著
1. Hongjuan Zhang, Zhenwei Shi, Chonghui Guo, Enmin Feng. Blind source extraction of noisy mixtures by combining Gaussian moments to generalized autocorrelations, Neural Processing Letters, 2008, 28: 209-225.

2. Hongjuan Zhang, Chonghui Guo, Zhenwei Shi, Enmin Feng. A new constrained fixed-point algorithm for ordering independent components, Journal of Computational and Applied Mathematics, 2008, 220: 548-558.

3. Hongjuan Zhang, Chonghui Guo, Zhenwei Shi, Enmin Feng. Nonlinear Innovation to Noisy Blind Source Separation Based on Gaussian Moments. In Proceedings of ICIC (2)'2008. pp.709-716.

4. Hongjuan Zhang, Zhenwei Shi, Chonghui Guo, Enmin Feng. Blind source separation for noisy time series by combining non-Gaussianity and time-correlation, In Proceedings of ICNC’ 08,3: 121-125.

5. Hongjuan Zhang, Zhenwei Shi, Chonghui Guo, Enmin Feng. A two-stage source extraction algorithm for temporally correlated signals based on ICA-R, Journal of Applied Mathematics and Informatics, 2008, 26(5-6): 1149-1159.

6. Hongjuan Zhang, Zhenwei Shi, Chonghui Guo. Semi-blind source extraction based on generalized autocorrelations and complexity pursuit, Neurocomputing, 72 (2009) 2556–2562.

7. Hongjuan Zhang, Zhenwei Shi, Chonghui Guo, Enmin Feng. Semi-blind source extraction algorithm for fetal electrocardiogram based on generalized autocorrelations and reference signals, Journal of Computational and Applied Mathematics, 2009, 223: 409-420.

8. Zhenwei Shi, Xueyan Tan, Zhiguo Jiang, Hongjuan Zhang, Chonghui Guo. Noisy blind source separation by nonlinear autocorrelation. The 3rd International Congress on Image and Signal Processing (CISP 2010) , pp. 3152-3156, Yantai, China, October 16-18, 2010.

9. Zhongzhi Zhang, Bin Wu, Hongjuan Zhang, Shuigeng Zhou, Jihong Guan, Zhigang Wang. Determining global mean-first- passage time of random walks on Vicsek fractals using eigenvalues of Laplacian matrices,PHYSICAL REVIEW E 81, 031118 _2010.

10. Zhang Zhongzhi, Gao Shuyang, Chen Lichao, Zhou Shuigeng, Zhang Hongjuan, Guan Jihong. Mapping Koch curves into scale-free small-world networks. Journal of Physics A: Mathematical and Theoretical, 2010, 43:395101.

11. Zhongzhi Zhang, Alafate Julaiti, Baoyu Hou, Hongjuan Zhang, Guanrong Chen. Mean first-passage time for random walks on undirected networks,The European Physical Journal B. 84, 691-697 (2011).

12. Zhenwei Shi, Hongjuan Zhang, Xueyan Tan, and Zhiguo Jiang. Blind source separation using quadratic form innovation, Neural Processing Letters, 33, 1, 2011,33(1), 83-97.

13. Zhenwei Shi, Hongjuan Zhang, Zhiguo Jiang. Hybrid linear and nonlinear complexity pursuit to blind source separation, Journal of Computational and Applied Mathematics. 236(14), 3434-3444, 2012.

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