导师简介——邓海松

发布时间:2020-07-14浏览次数:1942

姓名:邓海松

政治面貌:中共党员

最后学位:博士

职称: 副教授

研究领域:计算机试验、统计学习,贝叶斯统计

教学课程:统计学、贝叶斯统计、概率论与数理统计

办公室:竞慧西楼410

电话:025-58318699

E-maildenghaisong1003@163.com

通讯地址:南京市浦口区雨山西路86

邮编:211815



学习简历

1999.09 - 2003.06 江苏师范大学 数学与应用数学专业 理学学士

2004.09 - 2006.06 南京理工大学应用数学专业 理学硕士

2007.09 - 2011.06 南京理工大学系统工程专业 工学博士



工作简历

2011.06 - 2017.07 南京审计大学,讲师

2017.08 - 现在 南京审计大学,教授



主持参与课题

1.面向复杂产品设计的计算机试验稀疏Kriging元建模研究,江苏省高校自然科学基金面上项目,主持人

2.含有定性因子的Kriging模型的稳健设计优化与算法研究,国家青年科学基金项目,主持人

3.面向复杂产品的质量控制理论和方法,国家自然科学基金重点项目,参与人

4.贝叶斯统计学中高年级研究性课堂教学模式的探索,南京审计学院教育教学研究项目,主持人

发表论文

1. Haisong Deng, Wenze Shao, Yizhong Ma, Zhihui Wei. Bayesian Metamodeling for Computer Experiments Using the Gaussian Kriging Models. Quality and Reliability Engineering International, 2012, 28(4): 455–466. (SCI)

2. Haisong Deng, Yizhong Ma, Wenze Shao, Yiliu Tu. A Bayesian Metamodeling Approach for Gaussian Stochastic Process Models Using a Noninformative Prior. Communications in Statistics: Theory and Method, 2012, 41(5): 829-850. (SCI)

3. Haisong Deng, Wenze Shao, Yizhong Ma. A Bayesian Approach to Kriging Metamodeling for Computer Experiments. Journal of Advanced Mechanical Design, System and Manufacturing, 2012, 6(4): 404-419. (SCI)

4.Hai-Song Deng Wen-Ze Shao,The l0-norm-based blind image deconvolution: comparison and inspirationInternational Journal of Computer Science Issues2016136):25-33

4. Wenze Shao, Haisong Deng, Yizhong Ma, Zhihui Wei. Extended Gaussian Kriging for Computer Experiments in Engineering Design. Engineering with Computers, 2012, 28(2): 161-178. (SCI)

5. Wenze Shao, Haisong Deng, Zhihui Wei. Multi-Parseval frame based nonconvex sparse image deconvolution. Optical Engineering, 2012, 51(2): 067008-1-12. (SCI)

6. Wenze Shao, Haisong Deng, Zhihui Wei. Kullback-Leibler divergence based composite prior modeling for Bayesian super-resolution. Journal of Scientific Computing, 2014, 60(1): 60-78. (SCI)

7. Wenze Shao, Qi Ge, Zongliang Gan, Haisong Deng, Haibo Li. A generalized robust minimization framework for low-rank matrix recovery. Mathematical Problems in Engineering, 2014, 656074, 8 pages. (SCI)

8. Wenze Shao, Haisong Deng, Zhihui Wei. The magic of split augmented Lagrangians applied to K-frame based l0-l2 minimization image restoration. Signal, Image and Video Processing, 2014, 8(5): 975-983. (SCI)

9. Wenze Shao, Haisong Deng, Zhihui Wei. An efficient and effective l0-l2 minimization algorithm for compressive imaging. Imaging Science Journal, 2014, 62(8): 423-436. (SCI)

10. Wenze Shao, Qi Ge, Haisong Deng, Zhihui Wei, Haibo Li. Motion deblurring using non- stationary image modeling. Journal of Mathematical Imaging and Vision, 2015, 5(2): 234–248. (SCI)

11. Wenze Shao, Haisong Deng, Zhihui Wei. A posterior mean approach for MRF-based spatially adaptive multi-frame image super-resolution. Signal, Image and Video Processing, 2015, 9(2): 437-449. (SCI)

12. Wenze Shao, Qi Ge, Haisong Deng, Zhihui Wei, Haibo Li. A unified optimization perspective to single/multi-observation blur-kernel estimation with applications to camera-shake deblurring and nonparametric blind super-resolution. Journal of Mathematical Imaging and Vision, 2016 , 54 (2): 216-239. (SCI)

13. Wenze Shao, Haisong Deng, Qi Ge, Haibo Li, Zhihui Wei. Regularized motion blur-kernel estimation with adaptive sparse image prior learning. Pattern Recognition, 2016, Volume 51, pp. 402-424. (SCI)

14. 邓海松, 马义中, 邵文泽. 基于非信息超先验的Bayesian Kriging元建模算法. 系统工程与电子技术, 2010, 32(11): 2341-2345. (EI)

15. 邓海松, 马义中, 邵文泽. 基于多层稀疏先验的回归样条变量选择算法.系统工程与电子技术, 2010, 32 (12): 2725-2729. (EI)

16. 邓海松, 马义中, 邵文泽. 基于贝叶斯多层先验的元建模研究. 系统仿真学报, 2011, 23(11): 2291- 2295.


科研奖励

荣获南京市第十届自然科学优秀学术论文奖三等奖1



出版著作