基本情况

于福生，北京师范大学数学科学学院教授，博士生导师，北京师范大学“复杂系统智能控制”重点实验室主任。

 

主要经历

分别于1986年、1989年、1998年在北京师范大学数学系获得理学学士、硕士、博士学位。2003-2004在加拿大作访问学者，主要从事时序数据集合上的粒化以及知识发现与数据挖掘的研究。

曾担任汪培庄教授主持的国家自然科学基金重大项目“模糊信息处理与机器智能”领导小组秘书，并作为核心成员参加其中的一项子课题；作为项目组主要成员，先后参加了多项国家自然科学基金项目，博士点基金项目；作为主持人，先后承担了多项国家自然科学基金项目、省部级研究项目、校级研究项目和其他应用项目。

曾担任多个国际会议的程序委员会委员，区域组织委员会主席；担任过国际刊物评论员和Guest Editor. 已在国内外学术期刊和会议上发表科研论文90多篇，著译书2部。

1989年毕业留校在数学系工作至今，曾担任数学系副系主任，分管教学工作。现在是北京师范大学重点实验室——复杂系统智能控制实验室主任，国家教育部“数学与复杂系统”重点实验室成员。

 

获奖经历

曾研制了“故障诊断专家系统开发工具”（国家自然科学基金研究成果），开发了“高考试题难度预测专家系统”，并通过了正式的专家鉴定；该方面的论文曾获得电工学会、中国考试研讨会优秀论文奖，并作大会报告。

 

研究方向

模糊信息粒化、粒计算、数据挖掘

 

论文发表

1.Shihu Liu, Fusheng Yu and Patrick S. P. Wang,Granularity Approach for Multi-Criteria Decision Making About Hybrid Evaluation Information, International Journal of Pattern Recognition and Artificial Intelligence，Vol. 32, No. 11 (2018) 1859020 (20 pages)

2.Ke Wang, Ping Guo, Fusheng Yu, Lingzi Duan, Yuping Wang, Hui Du, Computational Intelligence in Astronomy: A Survey, International Journal of Computational Intelligence Systems, 2018, Vol.11(1), p.575-590

3.Xiyang Yang, Fusheng Yu,Witold Pedrycz, Long-term forecasting of time series based on linear fuzzy information granules and fuzzy inference system, International Journal of Approximate Reasoning, Volume 81, February 2017, Pages 1–27

4.Shihu Liu, Liping Jia, Fusheng Yu. (2017) On Gradient Weighting Based Fuzzy Clustering for Graph Data. 2017 13th International Conference on Computational Intelligence and Security (CIS), pages 159-163 

5.Shihu Liu, Fusheng Yu, and Patrick S. P. Wang, Rank factor granules with fuzzy collaborative clustering and factor space theory，Int. J. Patt. Recogn. Artif. Intell.Vol. 31, No. 6 (2017)

6.Xu Gao, Fusheng Yu, Trajectory clustering using a new distance based on minimum convex hull, Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, IFSA-SCIS 2017, Otsu, Shiga, Japan, June 27-30, 2017

7.Li, Deqing, Zeng, Wenyi  , Li, Junhong; Yu, Fusheng, Note on hesitant fuzzy prioritized weighted operators, Journal of Intelligent & Fuzzy Systems, vol. 30, no. 6, pp. 3191-3196, 2016

8.Wang, Xiao ; Yu, Fusheng ; Pedrycz, Witold, An area-based shape distance measure of time series, Applied Soft Computing, November 2016, Vol.48, pp.650-659

9.Yan Liu, Fusheng Yu, Jie, Ma, Collaborative Fuzzy Clustering Method for Large Scale Interval Data, Control and decision conference(CCDC 2016),3906-3911,2016

10.Lingzi Duan, Fusheng Yu, Li Zhan,An Improved Fuzzy C-means Clustering Algorithm,2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD),Changsha,13-15 Aug. 2016,648-653

11.Xu Gao, Fusheng Yu, Fuzzy C-Means with Spatiotemporal Constraints, International Symposium on Computer, Consumer and Control (IS3C),2016,Xian, China

12.Xiao Wang, Fusheng Yu, Huixin Zhang, Shihu Liu, Jiayin Wang，Large-Scale Time Series Clustering Based on Fuzzy Granulation and Collaboration，International Journal Of Intelligent Systems, VOL. 30, 763–780 (2015)

13.Rui Wang, Fusheng Yu, and Jiayin Wang，Adaptive Non-Backstepping Fuzzy Control For A Class Of Uncertain Nonlinear Systems With Unknown Dead-Zone Input，Asian Journal of Control, Vol. 17, No. 5, pp. 1–9, September 2015

14.Shihu Liu, Xiaozhou Chen, Tauqir AhmedMoughal, and Fusheng Yu, Fuzzy Collaborative Clustering-Based Ranking Approach for Complex Objects, Mathematical Problems in Engineering,Volume 2015, Article ID 495829, 11 pages

15.Tauqir Ahmed Moughal, Fusheng Yu, Abeer Mazher, Shihu Liu, Abdul Razzaqd, Enhanced detection of burned area using cross- and  autocorrelation, Journal of Applied Remote Sensing  Vol. 9, 2015. (August 20, 2015) 

16.Liu Shihu, Chen Xiaozhou, Moughal Tauqir Ahmed, Yu Fusheng, Fuzzy Collaborative Clustering-Based Ranking Approach for Complex Objects, Mathematical Problems in Engineering, 2015, Vol.2015, 11 pages

17.Chen,Toly; Liao, T. Warren; Yu, Fusheng, Fuzzy Collaborative Intelligence and Systems, International Journal of Intelligent Systems, 2015, Vol.30(6), pp.617-619

18Xiyang Yang, Fusheng Yu, A type-2 fuzzy c-means algorithm and its application,Journal of University of Jinan(Sci. & Tech.), Vol.29, No.5, 2015,372-276