基本信息
浏览量:2748
职业迁徙
个人简介
Education
Ph.D with honour, 1995 - 1998, Electrical Engineering, Rensselaer Polytechnic Institute, Troy, NY.
Thesis focused on statistical modelling of network traffic based on wavelet model.
MS with honour, 1993 – 1995, Electrical Engineering, Rensselaer Polytechnic Institute, Troy, NY.
Thesis focused on developing supervised learning algorithms based on EM and weak learning framework.
B.S., 1987 – 1992, Electrical Engineering, Tsinghu Univ., China.
Work Experience
Sep 2008 – present Senior Statistician, Google
Performance analysis for distributed system.
Methodology and analysis for advertising effectiveness experiment.
Methodology and analysis for digital advertising audience measurement solutions,
Sep 2007 – 2008 Senior Statistician, Double Click
Research and development of intelligent advertisement solution and architecture
Design and proof-concept of ad selection and ad server optimization for publisher
Design and proof-concept of optimization solution for advertiser
July 2005 – Aug 2007 CTO, Vivido Media Technology Inc
Co-founder of the company, responsible for R&D. in the area of the multimedia content service and social network application.
May 1998 – March 2005 Research staff member; March 2001-July 2005, Manager, Machine Learning for Systems, IBM T.J. Watson research center
Developed machine learning for systems team that focused on data mining and machine learning research for applications in computer systems.
Developed event mining system. This project is to discover knowledge from distributed event log files generated by distributed computer systems. The tool and algorithms developed in this project becomes the core of IBM event management service offering.
Published over 50 papers; held over 20 patents in the area of data mining, machine learning, traffic statistical modeling, and system management applications.
研究兴趣
论文共 100 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
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引用量
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mag(2013)
引用23浏览0引用
23
0
mag(2012)
引用27浏览0引用
27
0
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactionsno. 1 (2010): 90-99
mag(2010)
引用26浏览0引用
26
0
mag(2010)
引用62浏览0引用
62
0
mag(2010)
引用24浏览0引用
24
0
DATA MINING AND KNOWLEDGE DISCOVERY HANDBOOK, SECOND EDITIONpp.553-571, (2010)
Applied Intelligenceno. 2 (2009): 207-219
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