鄧大勇

粗糙集理論及應用、數據挖掘、機器學習、人工智能

軟件工程、離散數學、專業英語

1．主持省教育廳項目：數據約簡對數據的影響及動態數據處理的研究(NO. Y200805421)，2008.12-2010.12，已結題。

2．曾參與國家自然科學基金項目及北京交通大學重大項目的研究，目前正在申請省自然科學基金和國家自然科學基金

1．鄧大勇, 黃厚寬，李向軍，不一致決策系統中約簡之間的比較，電子學報,35(2), 2007,252-255.

2．Dayong Deng, Houkuan Huang，A New Discernibility Matrix and Function，First International Conference of Rough Sets and Knowledge Technology(RSKT2006), Chongqing, China, July 2006, LNAI4062, Springer-Verlag Berlin Heideberg, 114-121.

3．Dayong Deng, Houkuan Huang, Liping Yang，Rough Mereology Based on Dependency of Attributes in Information Systems, International Journal of Artificial Intelligence and Machine Learning 12, 2004,vol(IRSI),35-39.

4．Dayong Deng, Houkuan Huang, Hongbin Dong，Systhesis of Concepts Based on Rough Set Theory. International Conference on Fuzzy Information and Engineering, ASC40,2007, pp816-824.

5．Dayong Deng, Houkuan Huang，Dynamic Reduction in Incomplete Decision Systems,Second International Conference of Rough Sets and Knowledge Technology(RSKT2007),Toronto, Canada, May 2007, LNAI4481, Springer-Verlag Berlin Heidelberg,76-83.

6．鄧大勇,黃厚寬,董紅斌，基於可達關係的Rough集,北京交通大學學報,30(5),2006,19-23.

7．鄧大勇,黃厚寬，Rough 集的核屬性和相對於等價類的屬性重要性，計算機科學，32（8.A）2005，16-19

8. 鄧大勇,黃厚寬，動態認識Rough Set，計算機科學，31（10.A）2004，28-30

9．Xiangjun Li，Shengfeng Tian，Dayong Deng，and Jingnian Chen. A Method of Multi-Agent System Conflict Analysis Based on Rough Set Theory. International Conference on Granular Computing（2005IEEE），Vol(2)：180-184.

10. 董紅斌; 黃厚寬; 鄧大勇, 一種求解多目標優化問題的協同演化算法, 北京交通大學學報, 31(5), 2007, 67-71.

11. Dayong Deng,Houkuan Huang. Attributes Reduction Based on Rough Sets in Incomplete Decision Systems. International Journal of Computer Science and Knowledge Engineering. 2(2) July-December 2008, pp137-145.

12. 鄧大勇，決策系統中不一致的粗糙集分析，計算機科學，35(8A), 2008, 75-78.

13．Dayong Deng, Attribute Reduction among Decision Tables by Voting, In: Proceedings of 2008 IEEE International Conference on Granular Computing，2008, 183-187.

14．鄧大勇，江峯，劉清，Rough 集中不分明關係之間的關係，南昌大學學報(理科版)，27(1)，2003，95-97.

15．江峯，劉斕，鄧大勇，劉清，Rough 隸屬函數關於集合並與交的一種高精度計算方法，南昌大學學報(理科版)，28(3)，2004，293-296.

16．Dayong Deng, Jiyi Wang,Xiangjun Li, Parallel Reducts in a Series of Decision Subsystems. Proceedings of the Second International Joint Conference on Computational Sciences and Optimization(CSO 2009), Sanya, Hainan, China, April 2009: 377-380.

17 D. Deng. Comparison of Parallel Reducts and Dynamic Reducts in Theory, 計算機科學，36(8A), 2009, 176-178.

18 Dayong Deng.Parallel Reducts and Its Properties. Proceedings of 2009 IEEE International Conference on Granular Computing, 2009, 121-125.

19．Wang Tinghua, Huang Houkuan, Tian Shengfeng and Deng Dayong, Learning General Gaussian Kernels by Optimizing Kernel Polarization. Chinese Journal of Electronics. 18(2),2009:265-269.

20. Wang Tinghua, Huang Houkuan, Tian Shengfeng and Deng Dayong. Learning by Local kernel Polarization. Neurocomputing 72(2009): 3077-3084.

21. D. Deng .(F,e)-Parallel Reducts in a Series of Decision Subsystems. Proceedings of the Third International Joint Conference on Computational Sciences and Optimization(CSO2010),2010,372-376.

22. D.Deng, D.Yan, J.Wang. Parallel Reducts Based on Attribute Significance. LNAI6401, 336-343, 2010. ^[1]