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基于形式概念分析的属性约简 被引量:2

Reduction of Attributes Based on Formal Concept Analysis
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摘要 为找到属性约简的直接判断方法,对形式背景的属性特征问题进行讨论。在一个给定的形式背景中,通过建立属性之间的相似关系,定义了属性的相似类,分析了属性之间的相似程度,给出了属性的不同特征,根据这些特征,实现了对属性约简的直接判断。最后,通过实例分析说明该方法是一种有效合理的属性约简的直接判定方法。 In order to find the way for direct judgment of attribute reduction, this paper mainly discusses attributes characteristics of the formal context. In a given formal context, through building similarity relation of attributes, similar class of attributes is defined, and similarity degree of attributes is discussed, reduction characteristics of attribute are given, and direct judgment of attribute reduction is realized according to these characteristics. Finally, the experimental results show that the way is effective and reasonable for direct iudzment of attribute reduction.
作者 晏力 刘鹏慧
出处 《西华大学学报(自然科学版)》 CAS 2012年第4期37-41,共5页 Journal of Xihua University:Natural Science Edition
基金 四川省科技支撑计划(2012GZ0019) 四川省高校重点实验室(SGXZD1002-10)
关键词 概念格理论 相似关系 属性约简 属性特征 concept lattice theory similarity relation attribute reduction attribute characteristic
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参考文献10

  • 1Wille R. Restructuring Lattice Theory : an Approach Based on Hierarchies of Concepts [ M ]. Dordrecht-Boston: Techn. Hochsch. , Fachbereich Math,, 1982 : 445 - 470. 被引量:1
  • 2Oosthuizen G D. The Application of Concept Lattice to Machine Learning[R]. South Africa: University of Pretoria, South Africa, 1996. 被引量:1
  • 3Ho T B. Incremental Conceptual Clustering in the Framework of Galois Lattice [ M ]//Lu H, Motode H, Liu H, et al. KDD : Thechniques and applications. Singapore : World Scientific, 1997, 49 - 64. 被引量:1
  • 4Kent R E, Bowman C M. Digital Libraries, Conceptual Knowl- edge Systems and the Nebula Interface[R]. Arkansas : University of Ar- kansas, 1995. 被引量:1
  • 5Carpineto C, Romano G. A Lattice Conceptual Clustering Sys- tem and Its Application to Browsing Retrieval [J]. Machine Learning, 1996, 24(2) : 95 - 122. 被引量:1
  • 6Cole R, Eklund P. Scalability in Formal Concept Analysis[J]. Computational Intelligence, 1999, 15 ( 1 ) : 11 - 27. 被引量:1
  • 7Cole R, Eklund P, Stumme G. CEM - a Program for Visual- ization and Discovery in email [ C ]//4th European Conference on Princi- ples and Practice of Knowledge Discovery in Databases. Berlin: Springer Verlag, 2000:29 - 46. 被引量:1
  • 8谢志鹏,刘宗田.概念格的快速渐进式构造算法[J].计算机学报,2002,25(5):490-496. 被引量:120
  • 9Ganter B, Wille R. Formal Concept Analysis, Mathematical Foundations[M]. Berlin: Springer, 1999. 被引量:1
  • 10张文修,魏玲,祁建军.概念格的属性约简理论与方法[J].中国科学(E辑),2005,35(6):628-639. 被引量:194

二级参考文献29

  • 1Carpineto C, Romano G. Information retrieval through hybrid navigation of lattice representations. International Journal of Human-Computer Studies, 1996, 45: 553-578 被引量:1
  • 2Carpineto C, Romano G. A lattice conceptual clustering system and its application to browsing retrieval. Machine Learning, 1996, 24(2):95-122 被引量:1
  • 3Godin R, Mineau G W, Missaoui R. Incremental structuring of knowledge bases. In: Proc International Symposium on Knowledge Retrieval, Use, and Storage for Efficiency(KRUSE'95), Santa Cruz, 1995. 179-193 被引量:1
  • 4Godin R, Missaoui R, Alaoui H. Incremental concept formation algorithms based on Galois (concept) lattices. Computational Intelligence, 1995, 11(2):246-267 被引量:1
  • 5Godin R, Mili H, Mineau G W et al. Design of class hierarchies based on concept (Galois) lattices. Theory and Application of Object Systems, 1998, 4(2):117-134 被引量:1
  • 6Nourine L, Raynaud O. A fast algorithm for building lattices. Information Processing Letters, 1999, 71(5-6):199-204 被引量:1
  • 7Snelting G, Tip T. Reengineering class hierarchies using concept analysis. In: Proc ACM SIGSOFT Symposium on the Foundations of Software Engineering, Lake Buena Vista, Frorida, USA, 1998. 99-110 被引量:1
  • 8Wille R. Restructuring lattice theory: An approach based on hierarchies of concepts. In: Rival I eds. Ordered Sets, Dordrecht: Reidel, 1982. 445-470 被引量:1
  • 9Xie Z, Liu Z. Research on classifier based on lattice structure. In: Proc Conference on Intelligent Information Processing, 16th World Computer Congress, Beijing, China, 2000. 333-338 被引量:1
  • 10Bordat J P. Calcul pratique du treillis de galois d'une correspondance. Mathematiques et Sciences, 1986, 24eme année, 96:31-47 被引量:1

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