A CONSTRUCTION OF NESTED ROUGH SET APPROXIMATIONS IN INFORMATION SYSTEMS USING DEPENDENCY OF ATTRIBUTES

被引:0
作者
Herawan, Tutut [1 ]
Deris, Mustafa Mat [1 ]
机构
[1] Univ Tun Hussein Onn Malaysia, Fac Informat Technol & Multimedia, Batu Pahat 86400, Johor, Malaysia
来源
POWER CONTROL AND OPTIMIZATION, PROCEEDINGS | 2009年 / 1159卷
关键词
Information systems; Rough set theory; Dependency of Attributes; Nested rough set approximations;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a new method for constructing nested rough set approximations in information systems. Our approach uses the notion of dependency of attributes in information systems. We begin with the notion of nested sequence of indiscernibility relations that can be defined from the dependency of attributes in information systems. With this notion, we can easily construct nested rough set approximations. In addition, we present the property of accuracy of approximation of sets in information systems.
引用
收藏
页码:324 / 330
页数:7
相关论文
共 11 条
[1]  
[Anonymous], FUNDAMENTA INFORM
[2]  
Marek W., 1987, B POLISH ACAD SCI MA, V35, P233
[3]  
Munkers J.R, 1975, Topology, a First Course
[4]   ROUGH SETS [J].
PAWLAK, Z .
INTERNATIONAL JOURNAL OF COMPUTER & INFORMATION SCIENCES, 1982, 11 (05) :341-356
[5]  
Pawlak Z., 1991, Rough Sets: Theoretical Aspects of Reasoning About Data, V9, DOI [10.1007/978-94-011-3534-4, DOI 10.1007/978-94-011-3534-4]
[6]   Rough sets: Some extensions [J].
Pawlak, Zdzislaw ;
Skowron, Andrzej .
INFORMATION SCIENCES, 2007, 177 (01) :28-40
[7]   Rudiments of rough sets [J].
Pawlak, Zdzislaw ;
Skowron, Andrzej .
INFORMATION SCIENCES, 2007, 177 (01) :3-27
[8]  
Yao Y., 1999, Ad- vances in Soft Computing, P539, DOI DOI 10.1007/978-1-4471-0819-1
[9]  
Yao YY, 2001, INT J INTELL SYST, V16, P87, DOI 10.1002/1098-111X(200101)16:1<87::AID-INT7>3.0.CO
[10]  
2-S