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  • 标题:Computation of Reducts Using Topology and Measure of Significance of Attributes
  • 本地全文:下载
  • 作者:P. G. JansiRani ; R. Bhaskaran
  • 期刊名称:Journal of Computing
  • 电子版ISSN:2151-9617
  • 出版年度:2010
  • 卷号:2
  • 期号:3
  • 出版社:Journal of Computing
  • 摘要:Data generated in the fields of science, technology, business and in many other fields of research are increasing in an exponential rate. The way to extract knowledge from a huge set of data is a challenging task. This paper aims to propose a hybrid and viable method to deal with an information system in data mining, using topological techniques and the significance of the attributes measured using rough set theory, to compute the reduct, This will reduce the randomness in the process of elimination of redundant attributes, which, in turn, will reduce the complexity of the computation of reducts of an information system where a large amount of data have to be processed
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