详情

宋明丽


发布时间:2016-12-19 16:19:30


个人简介

宋明丽,女,籍贯辽宁,博士,讲师。2006年6月本科毕业于大连理工大学自动化系,2008年6月硕士毕业于大连理工大学控制理论与控制工程专业,2008年9月至2012年6月作为博士研究生就读于加拿大阿尔伯塔大学软件工程与智能系统专业。2012年7月至今任职于中国传媒大学计算机学院。


教学工作:

本科生课程:《计算机导论》(双语),《数据分析》,《电子商务A》(双语)等

研究生课程:《英文科技论文写作》,《商务智能》


研究方向:

系统建模,粒计算,模式识别,演化算法等


科研项目(主持):

国家自然科学基金:基于计算智能与粒计算的多源数据泛化系统建模分析与研究,2014-2016

留学人员回国科研启动基金:基于计算智能与粒计算的管理决策模型分析与研究, 2015

校工科规划项目:时空数据的粒度表示应用研究,2012

校工科规划项目:模糊集在粒模型上的应用分析与研究,2013

校工科规划项目:基于AHP(层次分析法)与信息粒的管理决策问题研究与应用,2014

校工科规划项目:粒化逻辑神经网络的研究与应用,2015


发表论文:

[1]. Mingli Song, Witold Pedrycz. Fuzzy Modeling with Genetically Optimized Feature Space Reduction, International Conference on Soft Computing and Applications, 2010.

[2]. Mingli Song, Witold Pedrycz, Granular Neural Networks: Concepts and Development Schemes, IEEE transactions on Neural Networks and Learning Systems, 24(4), 542-553, 2013

[3]. Witold Pedrycz, Mingli Song. Analytic Hierarchy Process (AHP) in Group Decision-Making and Its Optimization with an Allocation of Information Granularity, IEEE transactions on Fuzzy Systems, 19(3): 527-539, 2011

[4]. Mingli Song, Witold Pedrycz, From Local Neural Networks to Granular Neural Networks: A Study in Information Granulation, Neurocomputing, 74(18): 3931-3940, 2011.

[5]. Witold Pedrycz, Mingli Song, A Granulation of Linguistic Information in AHP Decision-Making Problems, Information Fusion, 17, 93-101, 2014.

[6]. Witold Pedrycz, Mingli Song, A Genetic Reduction of Feature Space in the Design of Fuzzy Models, Applied Soft Computing, 12(9), 2801-2816, 2012.

[7]. Witold Pedrycz, Mingli Song, Granular Fuzzy Models: A Study in Knowledge Management in Fuzzy Modeling, International Journal of Approximate Reasoning, 53(7), 1061-1079,2012.

[8]. Xiaodong Liu, Witold Pedrycz, Tianyou Chai, Mingli Song, The Development of Fuzzy Rough Sets with the Use of Structures and Algebras of Axiomatic Fuzzy Sets. IEEE Transactions on Knowledge Data Engineering, 21(3): 443-462, 2009.

[9]. Yan Ren, Mingli Song, Xiaodong Liu, New approaches to the fuzzy clustering via AFStheory, International Journal of Information and Systems Sciences,3(2):307-325, 2007

[10]. Mingli Song, Yongbin Wang, A study of representation of spatiotemporal data with information granules, 2013 International Conference on Vehicle and Mechanical Engineering and Information Technology, VMEIT 2013, 1382-1385

[11]. Mingli Song, Shujuan Wang, A granular approach to analyze spatiotemporal data, 2013 International Conference on Vehicle and Mechanical Engineering and Information Technology, VMEIT 2013, 2876-2879

[12]. Mingli Song,Yongbin Wang,Shujuan Wang, A development of granular logic neural networks, IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 1327 – 1330, 2013

[13]. Mingli Song, Wenqian Shang, Witold Pedrycz, A New Study of Representation of Spatiotemporal Data with Information Granules, 8th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2013), Shenzhen, China. (KNOWLEDGE ENGINEERING AND MANAGEMENT, Advances in Intelligent Systems and Computing, vol. 278, 319-324, 2014)

[14]. Mingli Song, A Study of Single-objective Particle Swarm Optimization and Multi-objective Particle Swarm Optimization, In The 2013 2nd International Conference on Electrical Insulating Materials and Electrical Engineering (EIMEE 2013), Beijing, China.

[15]. Mingli Song, Yongbin Wang, Human centricity and information granularity in the agenda of theories and applications of soft computing, Applied Soft Computing, vol. 27, pp: 610-613, 2015