Zhong-Yuan Zhang    

Associate Professor    

Address:  Central University of Finance and Economics, 39 South College Road, Haidian District, Beijing, P.R.China                   ��                   100081    

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Fax:      

Email: zhyuanzh@gmail.com    

   

Research Interest    

1. data mining    

2. complex social network analysis    

   

Education    

Ph.D., 2005.9 ~ 2008.7, Academy of Mathematics & Systems Science,CAS.    

M.S., 2002.9 ~ 2005.7, Department of Applied Mathematics,DaLian University of Technology.    

Employment    

Associate Professor., 2010.10 ~ , School of Statistics,Central University of Finance and Economics.    

Assistant Professor., 2008.07 ~ 2010.09, School of Statistics,Central University of Finance and Economics.    

   

Book Chapter    

1.                         Zhong-Yuan Zhang, Nonnegative Matrix Factorization: Models, Algorithms and Applications , Book Chapter in                   ��                   DATA MINING: Foundations and Intelligent Paradigms--2                   ��                   , 2011.                   ��    

   

Publications    

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)    

2.                         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)    

3.                         Zhong-Yuan Zhang, Tao Li, Chris Ding, Non-negative Tri-Factor Tensor Decomposition with Applications, Knowledge and Information Systems,2012, doi: 10.1007/s10115-011-0460-y (SCI, IF: 2)    

4.                         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).    

5.                         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).    

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.    

   

Presentations:    

1.                         2009, Survey on Non-negative Matrix Factorization, The 8th Beijing Statistics Forum;    

2.                         2008, Non-negative Matrix Factorization: Methods, Applications and Perspective, The Sixth International Conference on Matrix-Analytic Methods in Stochastic Models (MAM6);    

3.                         2007, Binary Matrix Factorization with Applications, IEEE ICDM;    

4.                         2007, Two Improvements of NMF Used for Tumor Clustering, OSB2007.    

   

Academic Services & Referee    

1.                         PC member of SIGKDD 2009 Workshop on Data Mining using Matrices and Tensors;    

2.                         Workshop chair of NISS 2009 Workshop on Financial Data Mining;    

3.                         PC member of SIGKDD 2008 Workshop on Data Mining using Matrices and Tensors;    

4.                         Referee of Communications in Statistics--Theory and Methods;    

5.                         Referee of Data Mining and Knowledge Discovery;    

6.                         Referee of Knowledge and Information Systems;    

7.                         Referee of Bioinformatics;    

8.                         Referee of Journal of Data Analysis;    

9.                         Referee of International Journal of Library And Information Science ;    

10.                     Referee of Journal of Systems Science and Mathematical Sciences (Chinese Series);    

11.                     Reviewer of FSKD12, OSB07,OSB09,ISORA2008,ISORA2010,ICMSIE 2010    

12.                     Editorial Board & International Colleagues ofThe International Association of Science & Engineering Congress (SCICON)    

13.                     China Computer Federation member    

Honors and Awards    

   

Courses:    

1.                         Regression Analysis    

2.                         Operations Research    

3.                         Principals of Mathematical Analysis