郑泽宇简介 

  


简  历： 

郑泽宇，男，1976年生，研究员，博士生导师。中科院百人计划特聘研究员。1997年浙江大学获工学学士学位，2005年日本综合研究大学院大学博士学位。先后在日本统计数理研究所，理化学研究所，东京情报大学和新加坡国立大学工作，2014年入选中科院百人计划，在中国科学院沈阳自动化研究所工作，从事大数据处理技术，数据挖掘，复杂系统等方面研究。  


主要研究方向： 

主要开展大数据分析、数据挖掘、知识发现等方面的理论研究和应用开发工作。涉及医疗健康，生产过程管理，金融风险等领域。 


过去的主要工作及获得的成果： 

部分发表论文 

Zeyu Zheng, Tetsuya Takaishi, Zhi Qiao, Baowen Li, and H. Eugene Stanley, Realized Volatility and Absolute Return Volatility: A Comparison Indicating Market Risk , PLoS One. 2014  9(7): e102940  

X. Zhang, Z. Zheng ,I. Asanuma ,Y. Xu, A new kind of hybrid filter based on the intersecting cortical model and the improved Extremum-and-Median filter, Artif Life Robotics (in publish) (2014)  

X. Zhou, Y. Zhang,  M. Shi, H. Shi, Z. Zheng,Early detection of liver disease using data visualization and classification method, Biomedical Signal Processing and Control，11，27(2014)  

Z. Zheng K. Yamasaki, J. Tenenbaum, and H. E. Stanley, Carbon dioxide emissions trading and hierarchical structure in worldwide finance and commodities markets, Physical Review E 87, 012814 (2013). 

Z. Zheng, B. Podobnik, L. Feng, and B. Li, Changes in Cross-Correlations as an Indicator for Systemic Risk, Nature Scientific Reports 2 888 (2012)   

Z. Zheng, K. Yamasaki, B. Podobnik, J. Tenenbaum, Y. Tamura,H. Eugene Stanley, Scaling of Seismic Memory with Earthquake Size, Physical Review E  86 011107 (2012) 

Z. Zheng, T. Taishi, N. Sakurai, X. Zhang, and K. Yamasaki, Statistical regularities of Magnitude values of Seismic Noise, Progress of Theoretical Physics, 194  193-201  (2012) 

T. Takaishi1, T. Chen, Z. Zheng, Analysis of Realized Volatility in Two Trading Sessions of the Japanese Stock Market, Progress of Theoretical Physics, 194 43-54 (2012) 

Z. Zheng, N. Sakurai, T. Fujiwara K. Yoshizawa and K. Yamasaki, Correlation and hierarchies in financial markets, Artificial Life and Robotics 17,136-139 (2012)   

Z. Zheng, E. Nunohiro, K, Yamasaki, K. J. Mackin, K. Matsushita and J. G. Park  Using MODIS data to evaluate forest fire risk of East Asia, INFORMATION 13 1055-1058. (2009)  

K. J. Mackin, T. Yamaguchi, E. Nunohiro, J. Park, Z. Zheng, K. Hara, K. Matsushita, Y. Yanagisawa and M. Igarashi, Land and Surface Cover Classification by Soft Computing Methods using MODIS Satellite Data, INFORMATION 13 1013-1018. (2009)　  

K. Suzuki, Z. Zheng, Y. Tamura and Y. Hirata, Establishment of a Quantitative Evaluation Method of Rice Plant Type Using P-type Fourier Descriptors, Plant Production Science 12  449-452 (2009)   

Z. Zheng, H. Iwata, Y. Hirata and Y. Tamura, Quantitative evaluation of the degree of sprout leaf bending of rice cultivars using P-type Fourier descriptors and principal component analysis, Euphytica 163 259-266. (2008) 

Z. Zheng and Y. Tamura 2005 Cultivar Identification of Lotus (Nelumbo nucifera Gaertn) by P-type Fourier Descriptors with Petal Tip Contour, Horticultural Research  4 385-390 (2005) 日文 

Z. Zheng, H. Iwata, S. Ninomiya and Y. Tamura, Quantitative evaluation of partial shape characteristics of petal in sacred lotus based on P-type Fourier descriptors, Breeding Research 7 133-142 (2005). 日文 


目前研究课题及展望： 

现在主持中科院课题“复杂系统与大数据”，横向课题“基于大数据分析的健康风险早期预警”。 

拟以大数据分析为核心，在生产管理，医疗和金融风险预测等方面开展研究。 


培养研究生情况： 

协助培养研究生2名，博士生1名 


联系电话： 

 


电子邮件： 

zhengzeyu@sia.cn 


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