Guang-Tong Zhou

M.Sc. Student   Brief CV



  MLA Group,
School of Computer Science and Technology,
Shandong University, Jinan, China

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Notice: this page refers to my previous study in Shandong University, and my new home in Simon Fraser University is under construction.

Address: Building 2-A, room 322, School of Computer Science and Technology, Shandong University, Software Campus, 1500 Shunhua Road, Jinan 250101, P.R. China.

E-mail/MSN: zhouguangtong [at] gmail [dot] com.

URL: http://mla.sdu.edu.cn/zhougt.html.


Biography

I received my B.Sc. and M.Sc. degrees in Jul. 2007 and Jul. 2010, respectively, from Shandong University, China. Now, I am a PhD candidate in Simon Fraser University, Canada, supervised by Prof. Jian Pei.

I have been a member of MLA Group led by Prof. Yilong Yin, during my 3-year Master's study. I visited LAMDA Group of Nanjing University in 2008, under the supervision of Prof. Zhi-Hua Zhou and Asst. Prof. Ming Li. In 2009, I spent 6 months visiting Monash University, Australia, where my supervisor is Assoc. Prof. Kai Ming Ting.


Research Interests

I am interested in the following machine learning and data mining topics:

  • mass estimation and mass-based learning;
  • distance metric learning;
  • multi-instance learning;
  • semi-supervised learning;
  • ensemble learning;
  • cost-sensitive and class-imbalance learning;

with applications to:

  • content-based image retrieval;
  • fingerprint recognition;

Publications
  • Guang-Tong Zhou, Kai Ming Ting, Fei Tony Liu and Yilong Yin. Relevance Feature Mapping for Content-Based Multimedia Information Retrieval, Pattern Recognition, 45(4), PP: 1707-1720, 2012.

  • Guang-Tong Zhou, Kai Ming Ting, Fei Tony Liu and Yilong Yin, Relevance Feature Mapping for Content-Based Image Retrieval, In: Proceedings of the 10th International Workshop on Multimedia Data Mining (MDMKDD'10), in Conjunction with ACM SIGKDD Conference, 1-10, Washington DC, 2010. [PDF]

  • Kai Ming Ting, Guang-Tong Zhou, Fei Tony Liu and Swee Chuan Tan, Mass Estimation and Its Applications, In: Proceedings of the 16th ACM SIGKDD Conference on knowledge Discovery and Data Mining (SIGKDD'10), 989-998, Washington, DC, 2010. [Details] [PDF]

  • Gongping Yang, Guang-Tong Zhou, Yilong Yin and Xiukun Yang, K-means Based Fingerprint Segmentation with Sensor Interoperability, EURASIP Journal on Advances in Signal Processing, 2010:1-12, 2010. (Article ID: 729378) [Online Version]

  • Guang-Tong Zhou, Yilong Yin, Xinjian Guo and Cailing Dong, VOTCL and the Study of Its Application on Cross-Selling Problem, Journal of Computer Research and Development, 47(9):1539-1547, 2010. (in Chinese with English abstract)
    (周广通, 尹义龙, 郭心建, 董彩玲, VOTCL及其在交叉销售问题上的应用研究, 计算机研究与发展, 47(9):1539-1547, 2010.) [PDF]

  • Guang-Tong Zhou, Yilong Yin, Xinjian Guo, Cailing Dong and Qingyuan Wang, VOTCL and a Case Study of Its Application, In: Proceedings of the 4th International Conference on Natural Computation (ICNC'08), 2:222-227, Jinan, China, 2008.


 



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