Maximal consistent block technique for rule acquisition in incomplete information systems
Maximal consistent block technique for rule acquisition in incomplete information systems
复制标题
不完备信息系统规则获取的最大一致分块技术
DOI：
10.1016/s0020-0255(03)00061-6
复制
发表时间：
2003-07-01
影响因子：
8.1
通讯作者：
Li, DY
中科院分区：
文献类型：
--
作者：
Leung, Y;Li, DY
在本文中，最大相容块的概念被应用于在具有更高精度水平的不完备信息系统中对一个对象集制定一种新的近似。与[《信息科学》112 (1998) 39, 113 (1999) 271]中的方法类似，所提出的基于粗糙集的规则获取方法不需要改变原始不完备系统的规模。然而，它具有使用不完备系统的一组更简单的可区分函数的额外优势。这意味着它能够为知识获取提供更高效的计算，特别是在大型不完备系统中。(C) 2003由爱思唯尔科学公司出版。
In this paper, the concept of a maximal consistent block is applied to formulate a new approximation to an object set in incomplete information systems with higher level of accuracy. Similar to the method in [Inform. Sci. 112 (1998) 39, 113 (1999) 271], the proposed rough-set-based rule acquisition method does not require change in the size of the original incomplete system. It, however, has the additional advantage of using a set of simpler discernibility functions of an incomplete system. This means that it can provide a more efficient computation for knowledge acquisition, especially in large incomplete systems. (C) 2003 Published by Elsevier Science Inc.