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第2期 张贺,等:信息嫡度量的离群数据挖掘算法 ·155· Analysis,1996,23(1):153-168, YU Shaoyue,SHANG Lin.An entropy-based algorithm to [5]ARNING A,AGRAWAL R,RAGHAVAN P.A linear detect relative outliers:ENBROD[J].Joural of Nanjing method for deviation in large database[C]//Proceedings of University:Natural Sciences,2008,44 (2):1189-1194. the 2nd International Conference on Knowledge Discovery [13]DUDA R O,HART P E,STOCK D G.Pattern classifica- and Data Mining.Portlan,Oregon,USA,1996:164-169. tion[M].2nd ed.Beijing:China Machine Press,2003: [6]KNORR E M,NG R T.Algorithms of mining distance- 317-356 based outliers in large datasets[C]//Proc of Int Conf on [14]NEWMAN D J,HETTICH S,BLAKE C L,et al.UCI re- Very Large Database (VLDB'98).New York,USA,1998: pository of machine learing databases[DB/OL].Irvine, 392402. CA:University of Califomia,Department of Information [7]BREUNIG MM,KRIEGEL H P,NG R T,et al.LOF:i- and Computer Science,1998.[2008-09-25 http://www. dentifying density-based local outliers C]//Proceedings of ics.uci.edu/~mlearn/MLRepository.html. the ACM SIGMOD International Conference on Management [15]张继福,蒋义勇,胡立华,等.基于概念格的天体光谱离 of Data.Dallas:ACM Press,2000:93-104. 群数据识别方法[J].自动化学报,2007,34(9):1060- [8]熊家军,李庆华.信息嫡理论与入侵检测聚类问题研究 1066. [J].小型微型计算机系统,2005,26(7):1163-1166. ZHANG Jifu,JIANG Yiyong,HU Lihua,et al.A concept XIONG Jiajun,LI Qinghua.Study on clustering problem for lattice based recognition method of celestial spectra outliers intrusion detection with information entropy[J].Mini-micro [J].Acta Automatica Sinica,2007,34(9):1060-1066. Systems,2005,26(7):1163-1166. 作者简介: [9]薛萍,金鸿章,王双.应用最大熵原理分析通信系统 张贺,女,1981年生,硕士研究 脆性风险[J].电机与控制学报,2007,11(2):74-78. 生。主要研究方向为数据挖掘。 XUE Ping,JIN Hongzhang,WANG Shuang.Application of the maximum entropy principle to brittleness risk analysis on communication system[J].Electric Machines and Control, 2007,11(2):74-78. [10 HE Zengyou,XU Xiaofei,DENG Shengchun.A fast greedy algorithm for outlier mining[C]//Proceedings of 蔡江辉,男,1978年生.讲师,主要 PAKDD'2006 (LNAI3918).Berlin:Springer-Verlag, 研究方向为离群数据挖掘. 2006:567-576. [11]倪巍伟,陈耿,陆介平,等.基于局部信息熵的加权子 空间离群点检测算法[J].计算机研究与发展,2008,45 (7):1189-1192. NI Weiwei,CHEN Geng,LU Jieping.Local entropy based weighted subspace outlier mining algorithm []Joumal of 张继福,男,1963年生,教授,博士. Computer Research and Development,2008,45 (7): 主要研究方向为数据挖掘、模式识别与 1189-1192 智能信息系统.已主持完成国家自然 [12]于绍越,商琳.ENBROD:基于信息熵的相对离群点 科学基金、国家“863”计划子课题等省 的检测方法[J].南京大学学报:自然科学版,2008,44 部级以上科研项目10余项,发表学术 (2):1189-1194 论文100余篇,其中被SC1、EI30余篇
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