马秀莉

讲师

2003年 获得理学博士学位 (北京大学)

办公地址:理科2号楼2311室

联系电话:62754911 E-mail: maxl AT cis DOT pku DOT edu DOT cn

Webpage: http://www.cis.pku.edu.cn/faculty/system/maxiuli/maxiuli.htm

主要研究领域

数据挖掘;传感器网络;面向多维数据、高维数据的智能分析与模式发现;面向大规模实时感知数据的监测和智能分析。

代表性学术论著

  • Xiuli Ma, Hongmei Xiao, Shuiyuan Xie, Qiong Li, Qiong Luo, Chunhua Tian. Continuous, Online Monitoring and Analysis in Large Water Distribution Networks. The 27th IEEE International Conference on Data Engineering (ICDE 2011), Hannover, Germany, April 11-16, 2011.
  • Xiuli Ma, Haifeng Hu, Shuangfeng Li, Honemei Xiao, Qiong Luo, Dongqing Yang, Shiwei Tang. DHC: Distributed, Hierarchical Clustering in Sensor Networks. Journal of Computer Science and Technology, 26(4), 2011.
  • Xiuli Ma, Shuangfeng Li, Qiong Luo, Dongqing Yang, Shiwei Tang. Distributed, Hierarchical Clustering and Summarization in Sensor Networks. Proceedings of the Joint 9th Asia-Pacific Web Conference (APWeb 2007) and the 8th International Conference on Web-Age Information Management (WAIM 2007), Huang Shan, China, June16-18, 2007: pp.168-175.
  • Hongmei Xiao, Xiuli Ma, Shiwei Tang, Chunhua Tian. Continuous Summarization of Co-Evolving Data in Large Water Distribution Network. International Conference on Web-Age Information Management (WAIM 2010), pp.62-73, Jiuzhaigou, China, July 2010, LNCS 6184.
  • Hongmei Xiao, Xiuli Ma, Xiaohui Lin, Shiwei Tang, Chunhua Tian. Discovery of Periodic Patterns in Large Water Distribution Networks. IEEE International Conference on e-Business Engineering (ICEBE 2010), pp.374-379, Nov.10-12, 2010.
  • Guanhua Chen, Xiuli Ma, Dongqing Yang, Shiwei Tang, Shuai Meng, Kunqing Xie. Efficient approaches for summarizing subspace clusters into k representatives. Soft Computing, Springer-Verlag. 15(5), pp.845-853, May 2011.
  • Haifeng Hu, Xiuli Ma, Shiwei Tang, Guanhua Chen, Qisheng Zhao. MCC: Model-based Continuous Clustering in Wireless Sensor Networks. FSKD 2009, Tianjin, China, Vol.5, pp.265-269.

主要科研项目

  • IBM SUR (Shared University Research) Project: Monitoring, Analysis and Outbreak Detection in Large Water Distribution Networks, 2009-2010。负责人。
  • 国家自然科学基金项目:面向多维数据的自动导航和知识发现的理论与方法研究,技术负责人,2005-2007.
  • 中国博士后科学基金项目:大规模传感器网络上的自适应分布式查询和智能分析处理,负责人,2004-2006。

主要学术任职

  • Reviewer: 《IEEE Transaction on Knowledge and Data Engineering》;
  • Reviewer of International Conference: FSKD 2008, FSKD 2009, ICEBE 2010;
  • 国内期刊审稿:《软件学报》、《计算机学报》、《Journal of Computer Science and Technology》。