计算机科学 ›› 2018, Vol. 45 ›› Issue (1): 79-83.doi: 10.11896/j.issn.1002-137X.2018.01.012
• CRSSC-CWI-CGrC-3WD 2017 • 上一篇 下一篇
马建敏,姚红娟,潘笑晨
MA Jian-min, YAO Hong-juan and PAN Xiao-chen
摘要： 经典的概率粗糙集模型是基于等价关系和条件概率提出的。但在实际应用中,知识库存在多种不确定性因素,使得对象间的关系未必满足等价关系。因此在保证条件概率有意义的情况下,将等价关系推广到串行二元关系,讨论了串行关系下的概率粗糙集近似；研究了当目标概念发生变化时,串行概率粗糙下、上近似的性质；进一步,通过调整两个阈值,给出了对应的串行概率粗糙下、上近似的变化趋势。
| [1] PAWLAK Z.Rough Sets [J].International Journal of Computer and Information Science,1982,11(5):341-356. [2] PAWLAK Z.Rough Sets:Theoretical Aspects of ReasoningAbout Data [M].Boston:Kluwer Academic Publishers,1991. [3] Chan C C.A rough set approach to attribute generalization in data mining [J].Information Sciences,1998,107(1-4):169-176. [4] HU X.Knowledge discovery in database:an attribute-oriented rough set approach [D].Canada:University of Regina,1995. [5] SKOWRON A,STEPANIUK J.Tolerance Approximation Spaces[J].Fundamenta Information,1996,27(2/3):245-253. [6] YAO Y Y.Two Views of the Theory of Rough Sets in FiniteUniverses[J].International Journal of Approximate Reasoning,1996,15(4):291-318. [7] YAO Y Y.Constructive and Algebraic Methods of the Theory of Rough Set[J].Information Sciences,1998,109(1-4):21-47. [8] YAO Y Y.Relational Interpretations of Neighborhood Opera-tors and Rough Set Approximation Operators[J].Information Sciences,1998,111(1-4):239-259. [9] GRECO S,MATARAZZO B,SLOWINSKI R.Rough Approximation of a Preference Relation by Dominance Relations[J].European Journal of Operational Research,1999,117(1):63-83. [10] ZHU W.Generalized Rough Sets based on Relations [J].Information Sciences,2007,177(22):4997-5011. [11] PEI Z,PEI D W,ZHENG L.Topology vs Generalized Rough Sets[J].International Journal of Approximate Reasoning,2011,52(2):231-239. [12] PAWLAK Z,WONG S K M,ZIARKO W.Rough Sets:Probabilistic Versus Deterministic Approach[J].International Journal of Man-Machine Studies,1988,29(1):81-95. [13] YAO Y Y,WONG S K M.A Decision Theoretic Framework for Approximating Concepts[J].International Journal of Man-Machine Studies,1992,37(6):793-809. [14] ZIARKO W.Variable Precision Rough Set Model[J].Journal of Computer and System Science,1993,46(1):39-59. [15] YAO Y Y.Probabilistic Rough Set Approximations[J].International Journal of Approximate Reasoning,2008,49(2):255-271. [16] 张文修,吴伟志,梁吉业,等.粗糙集理论与方法 [M].北京:科学出版社,2001. [17] 张文修,梁怡,吴伟志.信息系统与知识发现 [M].北京:科学出版社,2003. [18] 于洪.三支决策:复杂问题求解方法与实践[M].北京:科学出版社,2015. [19] YAO Y Y,LIN T Y.Generalization of rough sets using modal logic[J].Intelligent Automation and Soft Computing,1996,2(2):103-120. [20] 朱成熹.近世实分析基础[M].天津:南开大学出版社,1993. [21] 匡继昌.实分析与泛函分析[M].北京:高等教育出版社,2002. [22] 薛昌兴.实变函数与泛函分析[M].北京:高等教育出版社,1997. [23] GONG Z T,SUN B Z,SHAO Y B,et al.The Variable Precision Rough Set Model based on the General Relationship [J].Journal of Lanzhou University,2005,4(6):110-114.(in Chinese) 巩曾泰,孙秉珍,邵亚斌,等.一般关系下的变精度粗糙集模型[J].兰州大学学报(自科版),2005,4(6):110-114. |
| No related articles found! |
|
||
首页