
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: 1550096 (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: 10.1080/03610918.2011.589734. (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
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第十二届北京市统计科研优秀成果三等奖,2014.
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中央财经大学涌金优秀学术奖,2014.
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中央财经大学成心优秀学术奖,2013.
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第十一届全国统计科研优秀成果三等奖,2012.
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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
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中央财经大学青年教师基本功大赛优秀奖, 2011.
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中央财经大学教书育人先进个人, 2011.
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第十届全国统计科研优秀成果二等奖, 2010.
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中央财经大学十佳班主任, 2009.