期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

一种生成封闭数据立方体的新算法 被引量：1

A New Algorithm to Create Closed Data Cube
下载PDF
导出
摘要 以武器装备故障维修数据为基础,研究了武器装备故障维修数据立方体,重点分析了封闭数据立方体与基本元组集之间的关系,提出一种建立武器装备故障维修封闭数据立方体模型的新算法,并针对冰山封闭数据立方体进行算法改进。最后利用近十年武器装备故障维修数据对算法进行验证,结果表明文中算法较之基本的封闭数据立方体算法具有更好的时空效率,为分析武器装备故障原因提供了一种更有效的手段。 The paper based on maintenance data of weapon equipment failure, further analyzes closed data cube technology application in the maintenance of equipment breakdown . focusing on closed data cube with the basic set of the relationship between the proposed closure of a building maintenance equipment breakdown and a new algorithm for data cube model. Validation of the algorithm results through ten years military equipment fault maintenance data shows that the algorithm has better space efficiency.
作者 张亮 白振兴 周军 白云
机构地区 空军工程大学工程学院
出处 《弹箭与制导学报》 CSCD 北大核心 2010年第3期247-250,共4页 Journal of Projectiles,Rockets,Missiles and Guidance
关键词 数据仓库 数据立方体 封闭数据立方体 APRIORI data warehouse data cube closed data cube Apriori
分类号 E920 [兵器科学与技术—武器系统与运用工程]
  • 相关文献

参考文献8

  • 1Jiawei Han,Micheline Kamber.Data mining concepts and techniques[M].2nd ed.Beijing:China Machine Press,2008.
  • 2李盛恩,王珊.封闭数据立方体技术研究[J].软件学报,2004,15(8):1165-1171. 被引量：25
  • 3Sismanis Y,Deligiannakis A,Roussopoulos N,et al.Dwarf:Shrinking the data cube[C] // Proc.of ACM SIGMOD Int.Conf.on Management of Data.Madison:ACM Press,2002.
  • 4Lakshmanan LVS,Pei J,Han JW.Quotient cube:How to summarize the semantics of a data cube[C] //Proc.of the 28th Int.Conf.on Very Large Data Bases.Hong Kong,2002.
  • 5Agrawal,R Srikant.Fast algorithms for mining association rules[C] //Proc.Of the 20th Int.Conf.Very Large Databases(AS94).Santiago,Chile.1994.
  • 6Wang W,Lu HJ,Feng JL,et al.Condensed cube:An effective approach to reducing data cube size[C] // Proc.of the 18th Int.Conf.on Data Engineering.San Jose:IEEE Computer Society,2002.
  • 7Zhao Y,Deshpande PM,Naughton JF.An array-based algorithm for simultaneous multidimensional[C] //Proc.of the ACM SIGMOD Int.Conf.on Management of Data.Tucson:ACM Press,1997.
  • 8Ross KA,Srivastava D.Fast computation of sparse datacubes[C] //Proc.of the 23rd Int.Conf.on Very Large Data Bases.Athens:Morgan Kaufmann,1997.

二级参考文献13

  • 1Lakshmanan LVS, Pei J, Han JW. Quotient cube: How to summarize the semantics of a data cube. In: Bressan S, Chaudhri AB, Lee ML, Yu JX, Lacroix Z, eds. Proc. of the 23rd Int'l Conf. on Very Large Data Bases. Hong Kong: Morgan Kaufmann, 2002. 778～789.
  • 2Sismanis Y, Deligiannakis A, Roussopoulos N, Kotidis Y. Dwarf: Shrinking the PetaCube. In: Franklin MJ, Moon B, Ailamaki A, eds. Proc. of the 2002 ACM SIGMOD Int'l Conf. on Management of Data. Madison: ACM Press, 2002. 464～475.
  • 3Mumick IS, Quass D, Mumick BS. Maintenance of data cubes and summary tables in a warehouse. In: Peckham J, ed. Proc. of the ACM SIGMOD Int'l Conf. on Management of Data. Tucson: ACM Press, 1997. 100-111.
  • 4Hahn C, Warren S, London J. Edited synoptic cloud reports from ships and land stations over the globe. 1996. http://cdiac.esd.ornl.gov/cdiac/ndps/ndp026b.html
  • 5Gray J, Bosworth A, Layman A, Pirahesh H. Data cube: A relational aggregation operator generalizing group-by, cross-tab, and sub-totals. In: Su SYW, ed. Proc. of the 12th Int'l Conf. on Data Engineering. New Orleans: IEEE Computer Society, 1996. 152～159.
  • 6Agarwal S, Agrawal R, Deshpande PM, Gupta A, Naughton JF, Ramarkrishman R, Sarawagi S. On the computation of multidimensional aggregates. In: Vijayaraman TM, Buchmann AP, Mohan C, Sarda NL, eds. Proc. of the 22nd Int'l Conf. on Very Large Data Bases. Mumb
  • 7Zhao Y, Deshpande PM, Naughton JF. An array-based algorithm for simultaneous multidimensional. In: Peckham J, ed. Proc. of the ACM SIGMOD Int'l Conf. on Management of Data. Tucson: ACM Press, 1997. 159-170.
  • 8Ross KA, Srivastava D. Fast computation of sparse datacubes. In: Jarke M, Carey MJ, Dittrich KR, Lochovsky FH, Loucopoulos P, Jeusfeld MA, eds. Proc. of the 23rd Int'l Conf. on Very Large Data Bases. Athens: Morgan Kaufmann, 1997. 116～125.
  • 9Harinarayan V, Rajaraman A, Ullman JD. Implementing data cubes efficiently. In: Jagadish HV, Mumick IS, eds. Proc. of the 1996 ACM SIGMOD Int'l Conf. on Management of Data. Montreal: ACM Press, 1996. 205-216.
  • 10Shukla A, Deshpande PM, Naughton JF. Materialized view selection for multidimensional datasets. In: Gupta A, Shmueli O, Widom J, eds. Proc. of the 24th Int'l Conf. on Very Large Data Base. New York: Morgan Kaufmann, 1998. 488～499.

共引文献24

同被引文献10

引证文献1

二级引证文献1

弹箭与制导学报
2010年 第3期

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部