Rough set theory and its applications to data analysis

被引：826

作者：

Pawlak, Z ^{[1
]}

机构：

[1] Polish Acad Sci, Inst Theoret & Appl Informat, Gliwice, Poland

来源：

CYBERNETICS AND SYSTEMS | 1998年 / 29卷 / 07期

关键词：

D O I：

10.1080/019697298125470

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper gives basic ideas of rough set theory-a new approach to data analysis. The lower and upper approximation of a set, the basic operations of the theory, are intuitively explained and formally defined. Some applications of rough set theory are briefly outlined and some future problems are outlined.

引用

页码：661 / 688

页数：28

共 22 条

[1] [Anonymous], 1994, Advances in the Dempster-Shafer Theory of Evidence
[2] Grzymala-Busse J.W., 1992, Intelligent Decision Support, P3, DOI DOI 10.1007/978-94-015-7975-9_
[3] JACKSON AG, 1996, ACTA METALL MATER, P44
[4] JACKSON AG, 1994, 3 INT WORKSH ROUGH S, P408
[5] Rough set approach to knowledge-based decision support
Pawlak, Z
[J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 99 (01) : 48 - 57
[6] LIN TY, 1997, ROUGH SETS DATA MINI, P430
[7] LIN TY, 1995, P 3 INT WORKSH ROUGH
[8] Pawlak Pawlak Z Z, 1991, ROUGH SETS THEORETIC, P229, DOI DOI 10.1007/978-94-011-3534-4
[9] ROUGH SET APPROACH TO MULTIATTRIBUTE DECISION-ANALYSIS
PAWLAK, Z
SLOWINSKI, R
[J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1994, 72 (03) : 443 - 459
[10] ROUGH SETS
PAWLAK, Z
[J]. INTERNATIONAL JOURNAL OF COMPUTER & INFORMATION SCIENCES, 1982, 11 (05): : 341 - 356

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