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杨蓉      副教授

性别:

邮箱: ryang@szu.edu.cn

办公室: 机电楼s813室

人才称号: 深圳市海外高层次人才C类,深圳市高层次人才C类

最终学位: 博士

办公电话: 0755-22673859

导师资格: 硕士生导师

研究领域:

数据挖掘,人工智能,非线性积分应用

主讲本科课程:

《微机原理与接口技术》

主讲研究生课程:

《智能控制理论及应用》、《模式识别》

教育背景:

2000–2005,香港中文大学,计算机科学与工程学系,博士学位;
1998–2000,香港科技大学,电子及计算机工程学系,硕士学位;
1994–1998,东南大学,电气工程学院,学士学位。

工作履历:

2009至今,深圳大学,机电与控制工程学院,副教授;
2005–2009,深圳大学,机电与控制工程学院,讲师。

代表期刊论文:

1.Yang Rong, Wang Yun, Wang Zhenyuan. Classifier based on GA-optimized Choquet integrals and its application on foreground detection [J]. Journal of Intelligent and Fuzzy Systems, 2015, 29(2): 673-684.
2.Yang Rong, Wang Zhenyuan. Cross-oriented Choquet integral and their applications on data classification[J]. Journal of Intelligent and Fuzzy Systems, 2015, 28(1): 205-216.
3.Yang Rong, Ouyang Ren. Classification based on Choquet Integral [J]. Journal of Intelligent and Fuzzy Systems, 2014, 27(4): 1693-1702.
4.Yang Rong, Wang Zhenyuan. Generalized Nonlinear Classification Model Based on Cross-Oriented Choquet Integral [J]. Machine Learning and Data Mining in Pattern Recognition, Lecture Notes in Computer Science, 2012, 7376(1): 26-39.
5.Yang R, Wang Z Y, Heng P -A, Leung K -S. Fuzzified Choquet integral with a fuzzy-valued integrand and its application on temperature prediction [J]. IEEE Transactions on Systems, Man, and Cybernetics, Part B, 2008, 38(2): 367-381.
6.Yang R, Wang Z Y, Heng P -A, Leung K -S. Classification of Heterogeneous Fuzzy Data by Choquet Integral with Fuzzy-Valued Integrand [J]. IEEE Transactions on Fuzzy Systems, 2007, 15(5): 931-942.
7.Wang Z Y, Yang R, Heng P -A, Leung K -S. Real-Valued Choquet Integrals with Fuzzy-Valued Integrand [J]. Fuzzy Sets and Systems, 2006, 157(2): 256-269
8.Heng P –A, Wong T T, Yang R, etc.. Intelligent Inferencing and Haptic Simulation for Chinese Acupuncture Learning and Training [J]. IEEE Transactions on Information Technology in Biomedicine, 2006, 10(1): 28-41.
9.Yang R, Wang Z Y, Heng P -A, Leung K -S. Fuzzy Numbers and Fuzzification of the Choquet Integral [J]. Fuzzy Sets and Systems, 2005, 153(1): 95-113.

代表著作:

1.Zhenyuan Wang, Rong Yang, Kwong-Sak Leung, Nonlinear Integrals and Their Applications in Data Mining, World Scientific Publishing Company, 2010.