Dr. Zhi-Xia Yang
Postdoctor Academy of Mathematics & Systems Science, Chinese Academy of Sciences杨志霞 博士
中国科学院数学与系统科学研究院博士后Family Name: Yang
Given Name: Zhi-Xia
Citizenship: People's Republic of China
Birth Place: Xinjiang, China
Mobile Phone: (+86) 1371-8691-409
Email: xjyangzhixia@163.com
Educational Background
- 1997.9 - 2001.7, B.S. in College of Mathematics and Systems Science, Xinjiang University. Xinjiang University.
- 2001.9 - 2004.7, M.S. in College of Mathematics and Systems Science, Xinjiang University.
- 2004.9 - 2007.7, Ph.D. in College of Science, China Agricultural University China Agricultural University.
Professional Experience
- A lecturer of Xinjiang University (Xinjiang, 2004-2007)
- An associater professor of Xinjiang University (Xinjiang, 2007-)
Main Courses I Have Taught
- Optimization Method, Information Theory
Research Interests
- Data mining
- Optimization
- Bioinformatics
Selected Publications
- Leave-one-out Bounds for Support Vector Ordinal Regression Machine
- Zhi-Xia Yang, Ying-Jie Tian and Nai-Yang Deng
- Neural Computing and Applications, Online,DOI : 10.1007/s00521-008-0217-z
- A Multi-class Algorithm Model Based on p-class Support Vector Ordinal Regression Machine
- Zhi-Xia Yang
- Lecture Notes in Operations Research,,2008, 9: 46-53
- Incorporating gene similarity into support vector machine for microarray classification and gene selection
- Jun-Yan Tan,Zhi-Xia Yang
- Lecture Notes in Operations Research,,2008, 9: 346-353
- Some analysis on robust support vector classification
- Zhi-Xia Yang, Nai-Yang Deng
- Systems Engineering, 26(02),2008 (Chinese)
- The analysis to the solution set of the primal problem in linear support vector ordinal regression
- Zhi-Xia Yang, Nai-Yang Deng
- OR Transactions,11(3), 2007 (Chinese)
- Second Order Cone Programming Formulations for Robust Support Vector Ordinal Regression Machine
- Zhi-Xia Yang, Ying-Jie Tian and Nai-Yang Deng
- Lecture Notes in Operations Research, Vol.7,2007,pp.332-340
- Support Vector Machine Solving Freeform Curve and Surface Reconstruction Problem
- Zhi-Xia Yang, Ling Jing
- Reconstruction Problem. International Journal of Wavelets, Multiresolution & Information Processing, 5(1), 2007, pp.159-172
- Support Vector Regression with Smoothing property
- Zhi-Xia Yang, Nong Wang and Ling Jing
- Lecture Notes in Computer Science, Vol.3610,2005,pp.217-220
- A Multi-class classification Algorithm based on Ordinal Regression Machine
- Zhi-Xia Yang, Nai-Yang Deng and Ying-Jie Tian
- International Conference on CIMCA2005 & IAWTIC 2005, Vienna, Austria, 2005, Vol 2, pp.810-814.
Research Projects
- Support Vector Machine and its Application in Bioinformatics (2009-2011)
- National Natural Science Foundation of China (NSFC), Grant No. 10801112, Principal Investigator
- Support Vector Machine and its Application in Gene Microarray Data Analysis(2008.7-2009.7)
- The China Postdoctoral Science Foundation Funded Project, Grant No.20080430573,Principal Investigator
- Bioinformatics and Support Vector Machines (2009-2010)
- The PH.D Graduate Start Research Roundation of Xinjiang University Funded Project, Grant No.BS080101, Principal Investigator
Hobbies
- music & movie
- mountain climbing
