Xiaoling Li

Research Area

    Teaching Courses

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      Research Projects

      1. 李小琳等, 2009.1-2011.12, 关系学习及其应用的研究, 国家自然科学基金委,
      2. 李小琳等, 2009.1-2011.12, 基于贝叶斯网络的金融风险管理智能化方法研究, 教育部,
      3. 李小琳, 2008.2-2010.2, 面向智能化金融风险管理的类别不平衡问题研究, 江苏省人事厅,

      Published Papers

      1. 李小琳, 周志华, 2008, 一种从不完备关系数据中学习PRM的方法, 软件学报,2008(1),
      2. 王双成，李小琳，侯彩虹, 2007, 用于因果分析的混合贝叶斯网络结构学习, 智能系统学报，2007（6）,
      3. 曹春红, 张斌, 李小琳, 2007, 基于模糊支持向量机的医学图像分类技术, 吉林大学学报(工学版).2007,3(EI) ,
      4. Li-Min Wang, Xiao-Lin Li, Chun-Hong Cao and Sen-Miao Yuan, 2006, Combining decision tree and Naïve bayes for classification, Knowledge-Based Systems, 2006(19)., SCI
      5. Xiao-Lin Li, Shuang-Cheng Wang and Xiang-Dong He, 2006, Learning Bayesian networks structures based on memory binary particle swarm optimization, Lecture Notes in Computer Science 4247 , SCI
      6. Shuang_Cheng Wang, Xiao_Lin Li (contact author), Hai_Yan Tang, 2006, Hybrid data clustering based on dependency structure and gibbs sampling, Lecture Notes in Artificial Intelligence 4304,
      7. Shuang_Cheng Wang, Xiao_Lin Li, Hai_Yan Tang, 2006, Learning Bayesian networks structure with continuous variables, Lecture Notes in Artificial Intelligence 4093 , SCI
      8. 李小琳, 王利民, 曹春红, 2006, 改进的遗传量子算法在Bayesian网络学习中的应用, 计算机科学, 2006(10S),
      9. Xiao_Lin Li, Xiang_Dong He, Sen_Miao Yuan, 2005, A new method of learning Bayesian networks structures from incomplete data, Lecture Notes in Computer Science 3697, 2005, SCI
      10. Xiao_Lin Li, Xiang_Dong He, Sen_Miao Yuan, 2005, Learning Bayesian networks structures from incomplete data: An efficient approach based on extended evolutionary programming, Lecture Notes in Artificial Intelligence 3518, SCI
      11. 李小琳, 何湘东，苑森淼, 2004, 基于信息论和遗传算法的Bayesian网络弧定向方法研究, 复旦学报（自然科学版）. 2004, 43(5),
      12. 李小琳，何湘东，李文印, 2003, 基于数据仓库及OLAP的人口统计预测系统, 吉林大学学报(信息科学版). 2003, 21(3),
      13. 李小琳, 李文印, 何湘东, 寇峰, 2001, 基于数据仓库的动态报表系统设计与实现, 长春邮电学院学报,2001, 19(3/4),

      Conference Papers & Working Papers

      1. Xiao-Lin Li and Zhi-Hua Zhou, 2007, Structure learning of probabilistic relational models from incomplete relational data, In: Proceedings of the 18th European Conference on Machine Learning (ECML'07), Warsaw, Poland,
      2. Xiao_Lin Li, Xiang_Dong He, Sen_Miao Yuan, 2005, Learning Bayesian networks structures from incomplete data based on extending evolutionary programming, In: Proceedings of the 4th International Conference on Machine Learning and Cybernetics, Guangzhou, China (EI),
      3. 李小琳, 何湘东, 2004, 基于WINDOWS API的多线程打印机监控系统, 教育技术国际论坛论文集, 长春. (获得本次论坛二等奖),

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