馬秀莉
教育背景
2003 北京大學計算機科學技術系 博士
研究領域
數據庫、數據挖掘、面向大規模實時監測中時空數據的分析和挖掘、面向多維數據的分析和挖掘、基於生物網絡的挖掘
學術成果
論著
Xiuli Ma, Guangyu Zhou, Jingbo Shang, Jingjing Wang, Jian Peng, Jiawei Han. Detection of Complexes in Biological Networks through Diversified Dense Subgraphs Mining. Journal of Computational Biology, Vol.24, No.9, pp.923-941, 2017.
Xiuli Ma, Guangyu Zhou, Jingjing Wang, Jian Peng, Jiawei Han. Complexes Detection in Biological Networks via Diversified Dense Subgraphs Mining. Proceedings of the 20th Annual Conference on Research in Computational Molecular Biology (RECOMB 2016), pp.270-272, Santa Monica, CA, USA, April 17-21, 2016.
C. Zhang, Y. Zheng, X. Ma, J. Han, "Assembler: Efficient Discovery of Spatial Coevolving Patterns in Massive Geosensory Data", in Proc. of 2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'15), pp.1415-1424, Sydney, Australia, Aug. 2015.
Xiuli Ma, Hongmei Xiao, Shuiyuan Xie, Qiong Li, Qiong Luo, Chunhua Tian. Continuous, Online Monitoring and Analysis in Large Water Distribution Networks. In 27th IEEE International Conference on Data Engineering (ICDE 2011), pp.1332-1335, Hannover, 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): 643-662, July 2011.
科研項目
基於概要模式的大規模持續實時監測與分析的理論與方法研究
國家自然科學基金項目，負責人， 2012.1~2014.12
蛋白質交互網絡中基於密集子圖挖掘的蛋白複合體檢測的理論與方法研究
北京大學醫學-信息科學聯合研究基金項目，負責人， 2016.8~2017.12
Monitoring, analysis and outbreak detection in large water distribution network (大規模供水網絡中監測、分析和爆發檢測研究)
IBM 共享大學研究項目(Shared University Research，SUR), 負責人, 2009.9~2010.9
面向多維數據的自動導航和知識發現的理論與方法研究
國家自然科學基金項目，技術負責人，2005.1~2007.12
學術任職
以下學術期刊和學術會議的評審人：
IEEE Trans. On Knowledge and Data Engineering
Journal of Computer Science and Technology
Journal of Software
SIGMOD 2016
KDD 2015
EDBT 2015
SDM 2015
ADMA 2011 – 2014
ICEBE 2010
FSKD 2008 - 2010[1]