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规则树—栅格图像分层次关联规则提取方法 被引量:6

Rule Tree—Approach to Derive Layered Association Rule from Grid Image
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摘要 提出了一种新的模型——规则树来进行图像关联规则的分层次提取。还提出了规则树的截断、半深度优先、图像掩模和分层次灰度范围自动生成等优化技术,降低了算法的时间和空间复杂度,使其具有较高的实用价值。 This paper proposes a new model rule tree to derive layered image association rules. Moreover, it proposes several optimization technologies such as truncation of rule tree, semi-depth priority, image mask, automatically creating layered grey value range and etc, which can reduce both the time and the space complexity of the algorithm, and makes it more valuable.
出处 《计算机工程》 EI CAS CSCD 北大核心 2005年第11期85-87,共3页 Computer Engineering
基金 湖北省自然科学基金资助项目(2003ABA043)
关键词 数据挖掘 关联规则 图像数据挖掘 规则树 bSQ Data mining Association rule Image mining Rule tree bSQ
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参考文献5

  • 1Ding Qin,Ding Qiang,Perrizo W.Association Rule Mining on Remotely Sensed Images Using P-trees.Proceedings of 15^th International Conference on Computer Applications in Industry and Engineering (CAINE'02),San Diego,CA,2002-11:138-141.
  • 2Perrizo W,Ding Qing,Roy A.Deriving High Confident Rules from Spatial using Peano Count Trees.Springer-Verlag,LNCS 2118,July 2001-07.
  • 3Zhang J,Hsu W.Lee M L.Image Mining: Issues,Frameworks and Techniques.In International Workshop on Multimedia Data Mining (ACM SIGKDD 2001),2001.
  • 4Rui Y,Huang T S.Image Retrieval: Past,Present and Future.Invited Paper in Int Symposium on Multimedia Information Processing,Taipei,Taiwan,1997-12:11-13.
  • 5Han Jiawei,Kamber M.Data Mining Concepts and Techniques.Morgan Kaufmann Publishers,2001.

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