张忠元
教授 博士生导师
职务 无
地址:北京市海淀区学院南路39号，100081
电话:
传真:
电邮:zhyuanzh AT gmail.com
个人主页: http://zhongyuanzhang.github.io/

研究方向
1.数据挖掘
2.复杂网络分析

教育背景
2005年09月-2008年07月中科院数学与系统科学研究院获理学博士学位
2002年09月-2005年07月 大连理工大学获理学硕士学位


工作经历
2015年11月至今中央财经大学统计学院教授
2014年5月 至今中央财经大学统计学院博士生导师
2010年10月-2015年10月中央财经大学统计学院副教授
2008年07月-2010年09月中央财经大学统计学院 讲师

书的一章
1. Zhong-Yuan Zhang,Nonnegative Matrix Factorization: Models, Algorithms and Applications ,Book Chapter in《DATA MINING: Foundations and Intelligent Paradigms--2》, 2011.。

学术论文
1. Tao You, Hui-Min Cheng, Yi-Zi Ning, Ben-Chang Shia, Zhong-Yuan Zhang, Community detection in complex networks using density-based clustering algorithm and manifold learning, Physica A: Statistical Mechanics and its Applications 464 (15) 2016: 221–230 (SCI)
2. Zhong-Yuan Zhang, Yong-Yeol Ahn, Community detection in bipartite networks using weighted symmetric binary matrix factorization, International Journal of Modern Physics C 26 (9) 2015: ** (SCI)
3. Zhong-Yuan Zhang, Kai-Di Sun, Si-Qi Wang, Enhanced Community Structure Detection in Complex Networks with Partial Background Information , Scientific Reports 3 2013: 3241 (SCI)
4. Zhong-Yuan Zhang, Yong Wang, Yong-Yeol Ahn, Overlapping community detection in complex networks using symmetric binary matrix factorization , Physical Review E, 87 (6) 2013: 062803 (SCI)
5. Zhong-Yuan Zhang, Tao Li, Chris Ding, Jie Tang, A NMF-framework for Unifying Posterior Probabilistic Clustering and Probabilistic Latent Semantic Indexing, Communications in Statistics-Theory and Methods, 43 (19) 2014: 4011-4024. (SCI)
6. Zhong-Yuan Zhang, Tao Li, Chris Ding, Non-negative Tri-Factor Tensor Decomposition with Applications, Knowledge and Information Systems, 34 (2) 2013: 243-265 (SCI)
7. Zhong-Yuan Zhang, Community structure detection in complex networks with partial background information, EPL (Europhysics Letters), 101 (4), 2013. (SCI)
8. Zhong-Yuan Zhang, Community Structure Detection in Social Networks Based on Dictionary Learning, Science China: Information Science, 2011, DOI: 10.1007/s11432-011-4319-3. (SCI)
9. Zhong-Yuan Zhang, Divergence Functions of Nonnegative Matrix Factorization: A Comparison Study, Communications in Statistics - Simulation and Computation, 2011, DOI: 10.1080/**.2011.589734. (SCI)
10.Zhong-Yuan Zhang, Tao Li, Chris Ding, Xian-Wen Ren, and Xiang-Sun Zhang, Binary Matrix Factorization for Analyzing Gene Expression Data,Data Mining and Knowledge Discovery, 2010. (SCI)
11.Zhong-Yuan Zhang, Tao Li, Chris Ding and Xiang-Sun Zhang, Binary matrix factorization with applications, Proc. IEEE Int'l Conf. on Data Mining 2007 (ICDM'07), page: 391-400. (Accept Rate: 7%)
12.张忠元, 基于字典学习的网络社团结构探测算法,中国科学：信息科学, 41 (11), 2011: 1343-1355.

所授课程
1. 回归分析
2. 运筹学
3. 数学分析
4. 统计学

学术服务
1. Communications in Statistics—Theory and Methods,Data Mining and Knowledge Discovery,Knowledge and Information Systems,Bioinformatics, Scientific Reports, Physica A等期刊匿名审稿人.
2. 中国计算机学会高级会员


荣誉与奖励
第十二届北京市统计科研优秀成果三等奖，2014.
中央财经大学涌金优秀学术奖，2014.
中央财经大学成心优秀学术奖，2013.
第十一届全国统计科研优秀成果三等奖，2012.
北京市第十一届统计科研优秀论文奖(共九篇,两年评选一次)，2012
中央财经大学青年教师基本功大赛优秀奖, 2011.
中央财经大学教书育人先进个人, 2011.
第十届全国统计科研优秀成果二等奖, 2010.
中央财经大学十佳班主任, 2009.