方琼
作者:     更新日期: 2015-12-08     访问次数: 1403


性别:女

学历:博士

职称:副教授

民族:汉

电子邮件:sefangq@scut.edu.cn

研究方向/领域:数据库与数据挖掘,生物信息学,大规模科学数据分析

导师简介:

   博士毕业于香港科技大学(HKUST)计算机科学与工程系。之后在香港科技大学继续从事博士后研究工作。2015年9月获得华南理工大学高层次人才引进项目资助,加入软件学院成为副教授。主要研究兴趣为生物信息学;大规模数据分析;数据库与数据挖掘。近年来在国际学术会议和期刊上发表多篇论文,包括数据库和数据挖掘方向顶级会议SIGKDD,SIGMOD, VLDB, ICDM, DASFAA,以及数据库方向顶级期刊ACM TODS,IEEETKDE,KAIS等。

   欢迎对研究和开发有兴趣的同学和我联系,一起参与研究和开发项目及报读我的研究生。也欢迎有技术需要的单位或个人与我共同研究探讨。


主要论著:

·Qiang Huang, Jianlin Feng, Yikai Zhang, Qiong Fang, Wilfred Ng. Query-Aware Locality-Sensitive Hashing for   Approximate Nearest Neighbor Search. Accepted   and to Appear in VLDB,   2016.

·Yuanfeng Song, Wilfred Ng, Kenneth Leung   and Qiong Fang*. SFP-Rank:   Significant Frequent Pattern Analysis for Effective Ranking. International Journal of Knowledge and   Information Systems (KAIS’14),   pp 1-25, March 2014. (*通讯作者)


·Qiong Fang, Wilfred Ng,   Jianlin Feng and Yuliang Li. Mining Order-Preserving Submatrices from   Probabilistic Matrices. ACM   Transactions on Database Systems (TODS’14),   volume 39, issue 1, Jan. 2014. (中国计算机学会推荐A类国际学术期刊,数据库及数据挖掘方向排名第一)


·Yuanfeng Song, Kenneth Leung, Qiong Fang and Wilfred Ng. FP-Rank:   An Effective Ranking Approach Based on Frequent Pattern Analysis. In: Proceedings of International Conference on   Database Systems for Advanced Applications(DASFAA’13), Lecture Notes in Computer Science volume 7826, pp   354-369, 2013. (B类国际学术会议)


·Qiong Fang, Wilfred Ng,   Jianlin Feng, Yuliang Li. Mining Bucket Order-Preserving SubMatrices in Gene   Expression Data. IEEE Transactions on   Knowledge and Data Engineering (TKDE’12),   volume 24, issue no 12, December 2012. (A类国际学术期刊)


·Junhao Gan, Jianlin Feng, Qiong Fang, Wilfred Ng.   Locality-Sensitive Hashing Scheme Based on Dynamic Collision Counting. In: Proceedings of the ACM SIGMOD   International Conference on Management of Data (SIGMOD’12), Scottsdale, USA, 2012. (A类国际学术会议)


·Qiong Fang, Jianlin Feng,   Wilfred Ng. Identifying Differentially-Expressed Genes via Weighted Rank   Aggregation. In: Proceedings of the 11th   IEEE International Conference on Data Mining (ICDM’11), pp. 1038-1043, Vancouver, Canada 2011. (B类国际学术会议)


·Qiong Fang, Wilfred Ng,   Jianlin Feng. Discovering Significant Relaxed Order-Preserving Submatrices.   In: Proceedings of the 16th   ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD’10), pp. 433-442. Washington,   DC, USA, 2010. (A类国际学术会议)


·Jianlin Feng, Qiong Fang, Wilfred Ng. Discovering Bucket Orders from Full   Rankings. In: Proceedings of the ACM   SIGMOD International Conference on Management of Data (SIGMOD’08), pp. 55-66. Vancouver,   Canada, 2008.A类国际学术会议)




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