赵钦佩 ZHAO QIN PEI 副教授、博士
http://sse.tongji.edu.cn/zhaoqinpei    qinpeizhao@tongji.edu.cn

主讲课程:

面向对象编程C++
C语言程序设计

 

研究方向:

聚类算法
聚类有效性分析
图象处理
数据挖掘

 

教学工作

主讲课程:

  • 面向对象编程C++
  • C语言程序设计

 

学术活动

  • 2010-2012 Pattern Recognition Letters 审稿人
  • 2012 ICPR 审稿人
  • 参加国际学术会议 ACIVS'08, ICANNGA'09, ISDA'11, 参与组织ECSE Summer School (2009,2010).

 

重要论文

  • 1 Q. Zhao, V. Hautamanki, I. Kanrkkaninen and P. Franti, "Random swap EM algorithm for Gaussian mixture models and its applications", Pattern Recognition Letters, Vol. 33, pp. 2120-2126, 2012.
  • 2 Qinpei Zhao, Pasi Franti, "Centroid Ratio for a Pairwise Random Swap Clustering Algorithm," IEEE Transactions on Knowledge and Data Engineering, 02 July 2013.
  • 3 Q. Zhao, V. Hautamanki, P. Franti. "Knee Point Detection in BIC for Detecting the Number of Clusters". Advanced Concepts for Intelligent Vision Systems (ACIVS’08), LNCS 5259, pp.664-673, 2008.
  • 4 Q. Zhao, M. Xu, P. Franti. "Knee Point Detection on Bayesian Information Criterion". 20th IEEE Int. Conf. on Tools with Artificial Intelligence (ICTAI’08), pp.431-438, 2008.
  • 5 Q. Zhao, M. Xu, P. Franti. "Sum-of-Square Based Cluster Validity Index and Significance Analysis". 11th Int. Conf. on Adaptive and Natural Computing Algorithms (ICANNGA'09), LNCS 5495, pp.313-322, 2009.
  • 6 Q. Zhao, V. Hautamanki, I. Kanrkk?ninen and P. Franti, "Random swap EM algorithm for finite mixtures models in image segmentation", IEEE Int. Conf. on Image Processing (ICIP'09), Cairo, pp.2397-2400, 2009.
  • 7 J. Chen, Q. Zhao, and P. Franti, “Smart swap for more efficient clustering,” IEEE Int. Conf. on Green Circuits and Systems (ICGCS’10), Shanghai, China, pp.446-450, 2010.
  • 8 Q. Zhao, V. Hautamaki and P.Franti, "RSEM: an accelerated algorithm on repeated EM", IEEE Int. Conf. on Image and Graphics (ICIG'11), pp.135-140, 2011.
  • 9. Q. Zhao, M. Xu and P. Franti, "Expanding external validity measures for determining the number of clusters", 11th Int. Conf. on Intelligent Systems Design and Applications (ISDA’11), pp.931-936, 2011.
  • 10. Q. Zhao, Mohammad Rezaei, hao Chen and P. Franti, "Keyword clustering for automatic categorization", 21st Int. Conf. on Pattern Recognition (ICPR’12), 2012.

 

获奖经历

  • 1.2007, 芬兰CIMO scholarship
  • 2.2008, 芬兰NOKIA 基金奖学金

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