Zhongyuan Zhang-中央财经大学统计与数学学院

Faculty Overview

Zhongyuan Zhang

SOURCE : TIME:2015-01-20

Zhong-Yuan Zhang

Associate Professor

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

Tel:

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 ;