教育經歷
2005年09月-2008年07月 中科院數學與系統科學研究院 獲理學博士學位
2002年09月-2005年07月大連理工大學獲理學碩士學位
2010年10月至今 中央財經大學統計學院 副教授
2008年07月-2010年09月 中央財經大學統計學院 講師
研究領域
1.數據挖掘
2.複雜網路分析
學術論文
1. Jun-Yong, Di Hu, Zhong-Yuan Zhang, A Novel Similarity Measurement for the Community Structure Detection, Accepted by 2012 4th International Conference on Intelligent Human-Machine Systems and Cybernetics (EI)
1. Jia-Yi Li, Zhong-Yuan Zhang, Ruo-Yang Zhang, Xiao-Wei Mo, Shuang Wang, An Empirical study of behavior unconformity in web-based and non web-based social networks, Accepted by 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery (EI)
2. Zhong-Yuan Zhang, Tao Li, Chris Ding, Non-negative Tri-Factor Tensor Decomposition with Applications, Knowledge and Information Systems,2012, (SCI, IF: 2)
3. Zhong-Yuan Zhang, Chris Ding, Jie Tang, Note on Algorithm Differences Between Nonnegative Matrix Factorization And Probabilistic Latent Semantic Indexing, Journal of Convergence Information Technology, 2011, doi: 10.4156/jcit.vol6.issue9.25 (EI).
4. 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, IF: 0.387).
5. 張忠元, 基於字典學習的網路社團結構探測算法, 中國科學：信息科學, 41(11): 1343-1355，2011.
6. 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, IF: 0.383).
7. Zhong-Yuan Zhang, Jie Zhang, Survey on the Variations and Applications of NonnegativeMatrix Factorization, ISORA’10, 2010.
8. 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, IF: 2.95)
9. Zhong-Yuan Zhang, NMF-based Models for Tumor Clustering: A Systematic Comparison, 3rd International Symposium on Optimization and Systems Biology (OSB 2009), 2009.
10. 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%)
11. Zhong-Yuan Zhang and Xiang-Sun Zhang, Two Improvements of NMF Used for Tumor Clustering. The First International Symposium on Optimization and Systems Biology (OSB’07), pp. 242-249, Beijing, 2007.
所做報告
1. 2011年, 基於字典學習的網路社團結構探測問題研究, 第八屆中國數據挖掘與商業智慧型研討會暨海峽兩岸套用統計研討會
2. 2011年, 基於字典學習的網路社團結構探測問題研究, 京津地區青年機率統計會議
3. 2009年, 非負矩陣分解概述, 首都高校第八次統計學論壇
4. 2008年, 非負矩陣分解: 方法, 套用和前瞻, 第六屆隨機模型中的矩陣分析方法國際會議
5. 2007年, 二值矩陣分解模型及其套用, 國際數據挖掘大會 (IEEE ICDM)
6. 2007年, 用於腫瘤聚類分析的矩陣分解模型的兩個改進, 國際最佳化與系統生物學研討會
榮譽與獎勵
1. 2011, 中央財經大學青年教師基本功大賽優秀獎.
2. 2011, 中央財經大學教書育人先進個人.
3. 2010, 全國統計科研優秀成果二等獎.
4. 2009, 中央財經大學十佳班主任.
學術兼職服務
1. SIGKDD 2009 Workshop on Data Mining using Matrices and Tensors 程式委員會成員;
2. NISS 2009 Workshop on Financial Data Mining 主席;
3. SIGKDD 2008 Workshop on Data Mining using Matrices and Tensors 程式委員會成員;
4. Communications in Statistics--Theory and Methods 匿名審稿人
5. Data Mining and Knowledge Discovery 匿名審稿人
6. Knowledge and Information Systems 匿名審稿人
7. Bioinformatics 匿名審稿人
8. Journal of Data Analysis 匿名審稿人
9. International Journal of Library And Information Science 匿名審稿人
10. Journal of Systems Science and Mathematical Sciences (Chinese Series) 匿名審稿人
11. 會議 FSKD12, OSB07, OSB09, ISORA2008, ISORA2010, ICMSIE 2010 等的匿名審稿人.
12. 國際科學與工程聯合會 (SCICON) 編輯委員會成員;
13. 中國計算機學會會員
