马丽丽,博士学位,副教授,专业硕士生导师。2006/09 – 2012/06,北京航空航天大学,数学与系统科学学院,基础数学专业,理学博士,师从郑志明院士;2002/09 – 2006/06,大连理工大学,数学科学学院,信息与计算科学专业,理学学士。
教授课程:
本科生《线性代数》、《概率论》、《高等数学》公共基础课;本科生《高等代数》、《非结构数据挖掘》、《随机过程》、《多元统计分析》、《应用回归分析》专业课程;研究生《多元统计分析》、《非结构化大数据分析》。
研究方向:
海量网络数据分析领域的交叉研究
研究工作经历及成果:
2012/07至今,首都经济贸易大学,统计学院;
2010年至2012年,北京航空航天大学“空天系统大型计算与信息处理中的前沿数学问题研究”应用数学教育部创新团队成员;
2007年2012年,北京航空航天大学“数学、信息与行为教育部重点实验室”成员。
参加过国家973、863、中俄国际合作等科研项目,并与2015-2018年主持过一项国家自然科学基金项目。在国际著名SCI期刊、EI期刊以及高水平国际会议上发表相关学术论文20余篇。
已发表论文:
[1] Lili Ma, Purposeful Random Attacks on Networks — Forecasting Node Ranking Not Based on Network Structure, Acta Physica Polonica B, Vol. 50, No. 5, 943-960, 2019.
[2] Lili Ma, Studying node centrality based on the hidden hyperbolic metric space of complex networks, Physica A: Statistical Mechanics and its Applications, Vol. 514, 426-434, 2019.
[3] Ma Lili, Zhang Zhanli, Li Meng, Surveying traffic congestion based on the concept of community structure of complex networks, International Journal of Modern Physics C, Vol. 27, No. 12, 1650149, 2016.
[4] Guanying Huo, Xin Jiang, Lili Ma, Quantong Guo, Yifang Ma, Meng Li and Zhiming Zheng, Explosive synchronization of combinational phases on random multiplex networks, International Journal for Uncertainty Quantification, Vol. 6, No. 2, 99-108, 2016.
[5] Xin Jiang, Meng Li, Zhiming Zheng, Yifang Ma, Lili Ma, Effect of Externality in Multiplex Networks on One-layer Synchronization, Journal of the Korean Physical Society, Vol. 66, 1777–1782, 2015.
[6] Meng Li, Xin Jiang, Lili Ma, Yifang Ma, etc. , Control of Synchronization on Community Networks, Applied Mechanics and Materials, Vol. 548, 1454-1459, 2014.
[7] Meng Li, Xin Jiang, Lili Ma, Yifang Ma, etc. , Synchronization on Time-Varying Networks, 2014 International Conference on Artificial Intelligence and Software Engineering, 2014.
[8] Lili Ma, Xin Jiang, Kaiyuan Wu, Zhanli Zhang, Shaoting Tang and Zhiming Zheng, Surveying network community structure in the hidden metric space, Physica A, Vol. 391, No. 1-2, 371-378, 2012.
[9] Lili Ma, Xin Jiang, Zhanli Zhang, Shaoting Tang and Zhiming Zheng, A new kind of node centrality in directed weighted networks based on the demands of network clients, Physica Scripta, Vol. 84, No. 2, 025801, 2011.
[10] Lili Ma, Xin Jiang, Zhanli Zhang and Zhiming Zheng, Effect of client demands on destructiveness of targeted attacks in directed weighted scale-free networks, Modern Physics Letters B, Vol. 25, No. 19, 1603–1617, 2011.
[11] Xin Jiang, Hailong Wang, Shaoting Tang, Lili Ma, Zhanli Zhang and Zhiming Zheng, A new approach to shortest paths on networks based on the quantum bosonic mechanism, New Journal of Physics, Vol. 13, 013022, 2011.
[12] Zhanli Zhang, Xin Jiang, Lili Ma, Shaoting Tang and Zhiming Zheng, Detecting communities in clustered network based on group action on set, Physica A, Vol. 390, No. 6, 1171-1181, 2011.
[13] Shaoting Tang, Xin Jiang, Lili Ma, Zhanli Zhang, and Zhiming Zheng, On routing strategy with finite-capacity effect on scale-free networks, Canadian Journal of Physics, Vol. 88, No. 2, 139-147, 2010.
[14] Xin Jiang, Hailong Wang, Shaoting Tang, Lili Ma, Zhanli Zhang, Guangshan Tian and Zhiming Zheng, Detecting the structure of complex networks by quantum bosonic dynamics, Physica A, Vol. 389, No.12, 2456, 2010.
[15] Zhanli Zhang, Xin Jiang, Lili Ma, Shaoting Tang and Zhiming Zheng, Information flow with time lag in communication networks, Acta Physica Polonica B, Vol. 41, No. 3, 701-715, 2010.
[16] Zhanli Zhang, Xin Jiang, Lili Ma, Shaoting Tang and Zhiming Zheng, Dynamical properties of diffusion process on complex networks with arbitrary degree distribution, Acta Physica Polonica B, Vol. 41, No. 6, 1355-1368, 2010.
[17] Zhiming Zheng, Shilong Ma, Li Wei, Xin Jiang, Wei Wei, Lili Ma and Shaoting Tang, Complexity of software trustworthiness and its dynamical statistical analysis methods, Science in China, Series F: Information, Vol. 52, No. 9, 1651-1657, 2009.
[18] Lili Ma, Xin Jiang, Zhanli Zhang, Shaoting Tang and Zhiming Zheng, Measuring node contributions to network users in directed networks, Journal of Computational Information Systems, Vol. 7, No. 5, 1428-1435, 2011.
[19] Lili Ma, Meng Li, Xin Jiang, Yifang Ma, Xin Shen, Hongbo Zhou and Zhiming Zheng, Analysis of traffic congestion by network community structure, 2011 2nd International Conference on Information, Networking and Automation (ICINA 2011), Puerto Rico, USA, October 21-23, 2011.
[20] Lili Ma, Xin Jiang, Zhanli Zhang, Shaoting Tang and Zhiming Zheng, Hidden metric space: an essential of network modularity, Computability in Europe 2010: Programs, Proofs, Processes, Ponta Delgada, Azores, Portugal, June 30 - July 4, 2010.
[21] Xin Jiang, Yifang Ma, Xin Shen, Meng Li, Lili Ma and Zhiming Zheng, Extended dimension and related information diffusion in online communication networks, 2011 2nd International Conference on Computer Application and System Modeling (ICCASM 2011), Xiamen, China, November 18-20, 2011.
[22] Shaoting Tang, Xin Jiang, Lili Ma, Zhanli Zhang, and Zhiming Zheng, Analysis of Complexity in Interacting Diffusion Systems by Entropy Characteristic, 15th WSEAS International Conference on Applied Mathematics: Recent Researches in Applied Mathematics, Athens, Greece, December 29-31, 2010.
[23] Zhanli Zhang, Wei Chen, Xin Jiang, Lili Ma, Shaoting Tang and Zhiming Zheng, Percolation transition with hidden variables on complex networks, International Conference on Complex System Engineering, Singapore, August 25-27, 2010.
[24] Xin Jiang, Shaoting Tang, Lili Ma, Zhanli Zhang and Zhiming Zheng, Random Diffusion and Congestion on Weighted Complex Networks, Computability in Europe 2009: Mathematical Theory and Computational Practice, Heidelberg, Germany, July 19-24, 2009.
[25] 郑志明, 马世龙, 李未, 姜鑫, 韦卫, 马丽丽, 唐绍婷, 软件可信复杂性及动力学统计分析方法,中国科学 F辑:信息科学, Vol. 39, No. 10, 1050-1054, 2009.