趙欽佩，女，博士，同濟大學軟體學院副教授。
基本介紹
- 中文名：趙欽佩
- 學位/學歷：博士
- 職業：教師
- 專業方向：聚類算法、聚類有效性分析、圖象處理、數據挖掘
- 任職院校：同濟大學軟體學院
研究方向,主講課程,學術成果,榮譽獎項,
研究方向
聚類算法、聚類有效性分析、圖象處理、數據挖掘
主講課程
面向對象編程C++
C語言程式設計
學術成果
學術活動
- 2010-2012 Pattern Recognition Letters 審稿人
- 2012 ICPR 審稿人
- 參加國際學術會議 ACIVS'08, ICANNGA'09, ISDA'11, 參與組織ECSE Summer School (2009,2010).
重要論文
- 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.
榮譽獎項
- 1.2007， 芬蘭CIMO scholarship
- 2.2008， 芬蘭NOKIA 基金獎學金
