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个人简介

李丹,女,博士,大连理工大学控制科学与工程学院副教授,硕士生导师。主要从事数据挖掘、模式识别等领域的研究工作。作为项目负责人主持国家自然科学基金项目、中央高校基本科研业务费基金项目等多个项目的研究工作,参与国家自然科学基金、国家科技支撑计划项目及企业项目多项。获得2013年度大连理工大学教学质量优秀奖(青年奖)。 教育经历 2008.32011.10大连理工大学控制理论与控制工程博士 2000.92003.4大连理工大学控制理论与控制工程硕士 1996.92000.7大连理工大学自动化学士

研究领域

数据挖掘与模式识别

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

夏安飞.QNet: A Quick Deep Neural Network for Real-Time Semantic Segmentation[A],2020 IEEE 5th International Conference on Signal and Image Processing,2022,102-107 李丹.基于属性权重区间监督的模糊C均值聚类算法[J],控制与决策,2022,3:457-460,465 王本超,李丹,秦攀,顾宏.基于Gamma分布的交通流时间序列分割模型[J],大连理工大学学报,2020,60(3):293-299 曹静怡,仲崇权,李丹.Incomplete data fuzzy c-means method based on spatial distance of sample[A],2019,2019-July:7618-7622 Xu, Xiaorui,Li, Dan,Zhong, Chongquan.Fuzzy Clustering Based on Re-classification of Border Data for Incomplete Dataset[A],2017,10777-10782 Li, Dan,Zhong, Chongquan.An Attribute Weighted Fuzzy c-Means Algorithm for Incomplete Datasets Based on Statistical Impu...[A],2015,1:407-410 张绍武,林晓惠,李丹.基于慕课课程的研究生《数据结构与算法》翻转课堂教学模式探索[J],福建电脑,2015,7:44-45,47 Li D.,Zhong C.,Chen Z..Fuzzy c-means algorithm based on nearest-prototype neighborhood for incomplete data[J],ICIC Express Letters,2015,9(8):2177-2182 Chen Z.,Li D.,Zhong C.,Xu X..A fuzzy c-means clustering algorithm based on pseudo-nearest-neighbor intervals for incomplete da...[J],Journal of Computational Information Systems,2015,11(6):2139-2146 李丹,仲崇权.An attribute weighted fuzzy clustering algorithm for incomplete datasets based on statistical imp...[A],2015,1(1):407-410 李丹,仲崇权,王世强,陈祖军.基于全变差和 P-Laplace 模型的混合图像修复算法[J],大连理工大学学报,2014,54(6):676-681 Li D.,Zhong C.Q.,Chen Z.J..Attribute weighted fuzzy clustering algorithm for incomplete datasets[A],2014,237-242 李丹,仲崇权,王世强,陈祖军.基于全变差和P-Laplace模型的混合图像修复方法[A],2014,7 Li, Dan,Gu, Hong,Zhang, Liyong.A hybrid genetic algorithm-fuzzy c-means approach for incomplete data clustering based on neare...[J],SOFT COMPUTING,2013,17(10):1787-1796 李丹,仲崇权.A Fuzzy C-means Approach for Incomplete Data Sets Based on Nearest-neighbor Intervals[J],Applied Mechanics and Materials,2013,411(9):1108-1111 Li D.,Zhong C.,Li J..An attribute weighted fuzzy c-means algorithm for incomplete data sets[A],2012,449-453 李丹,顾宏,张立勇.基于属性加权的不完全数模糊c均值聚类算法[J],大连理工大学学报,2012,52(5):749-754 Li D.,Zhong C..Segmentation of images with damaged blocks based on fuzzy clustering[J],ICIC Express Letters,2012,6(10):2679-2684 Li, Dan,Gu, Hong,Zhang, Liyong.A fuzzy c-means clustering algorithm based on nearest-neighbor intervals for incomplete data[J],EXPERT SYSTEMS WITH APPLICATIONS,2010,37(10):6942-6947 李丹,张立勇,顾宏.基于属性权重区间监督的模糊C均值聚类算法[J],控制与决策,2010,25(3):457-460,465 崔鹏飞,张立勇,仲崇权,李丹.多频率方波激励阻容解耦软测量的数值模拟[J],仪器仪表学报,2010,31(1):154-160 Li D.,Zhong C.,Zhang L..Fuzzy c-means clustering of partially missing data sets based on statistical representation[A],2010,1:460-464 Zhang L.,Li D.,Zhong C..Collaborative optimization of clustering by fuzzy c-means and weight determination by reliefF[A],2009,1:454-459 张立勇,张利,李丹.基于最优分组原则的多传感器分组加权融合算法[J],仪器仪表学报,2008,29(1):200-205 Li, Dan,Zhong, Chongquan,Yuan, Xiaofeng,Zhang, Li,Zhang, Liqian.Study on embedded equipment web monitoring and control based on industrial Ethernet[A],2006,1:4600-+ Wang, Jian,Li, Dan,Che, Renwei.A monitoring system of GaN growth process[A],2006,2:5363-+ Zhang, Li,Zhong, Chongquan,Sun, Chao,Li, Dan.Development of intelligent design system for small transformer based on B/S mode[A],2006,2:7523-7526 Zhang, Liyong,Li, Dan,Zhang, Li,Zhong, Chongquan.A weighted fusion algorithm of multi-sensor based on optimized grouping[A],2006,2:5350-+ 仲崇权,李丹,杨素英,李卓函.工业以太网控制模块的研究与研制[J],工业控制计算机,2002,15(11):34-36 杨素英,仲崇权,张立勇,李丹.基于Web Server下的嵌入式系统应用研究[J],仪器仪表标准化与计量,2002,5:2-7 仲崇权,杨素英,张立勇,李丹.可编程序控制器通用数据采集方法的研究[J],工业控制计算机,2002,15(1):62-64

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