ATTRIBUTE REDUCTION ALGORITHM BASED ON COGNITIVE MODEL OF GRANULAR COMPUTING IN INCONSISTENT DECISION INFORMATION SYSTEMS

被引：1

作者：

Tang, Xiao ^{[1
]}

Shu, Lan ^{[1
]}

机构：

[1] Univ Elect Sci & Technol China, Sch Math Sci, Chengdu 611731, Sichuan, Peoples R China

来源：

TEHNICKI VJESNIK-TECHNICAL GAZETTE | 2014年 / 21卷 / 01期

关键词：

attribute reduction; cognitive model; granular computing; inconsistent decision table; ROUGH SET-THEORY; KNOWLEDGE REDUCTION;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

This article aims to explore a new method of attribute reduction in inconsistent decision information systems. By analyzing the connection of attribute reduction theory and cognitive science, an attribute reduction algorithm based on cognitive model of granular computing is proposed in this paper. Algorithm analysis and numerical experiment show the validity of the proposed attribute reductions algorithm. The method can be applied to both consistent and inconsistent information systems. The proposed model also provides a new model and thinking to study the connection of human's cognition and notion. It is useful to the development of cognitive model.

引用

页码：49 / 54

页数：6

共 50 条

[31] A NEW TYPE OF ATTRIBUTE REDUCTION FOR INCONSISTENT DECISION TABLES AND ITS COMPUTATION
Ye, Dongyi
Chen, Zhaojiong
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2010, 18 (02) : 209 - 222
[32] Attribute Reduction Algorithm for Information System without Decision Attributes
Li Hong-Chan
Zhu Hao-Dong
PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRONIC & MECHANICAL ENGINEERING AND INFORMATION TECHNOLOGY (EMEIT-2012), 2012, 23
[33] Study on Attribute Reduction Method of Network Intrusion Detection System Based on Granular Computing
Leng Tianyi
Li Haiyan
PROCEEDINGS OF THE 2013 CONFERENCE ON EDUCATION TECHNOLOGY AND MANAGEMENT SCIENCE (ICETMS 2013), 2013, : 410 - 412
[34] On Distribution Reduction and Algorithm Implementation in Inconsistent Ordered Information Systems
Zhang, Yanqin
SCIENTIFIC WORLD JOURNAL, 2014,
[35] An application of granular computing in attribute reduction based on rough set theory
Yu Shaoyang
Luo Linkai
ICCSE'2006: PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2006, : 772 - 774
[36] MapReduce based parallel attribute reduction in Incomplete Decision Systems
Sowkuntla, Pandu
Dunna, Sravya
Prasad, P. S. V. S. Sai
KNOWLEDGE-BASED SYSTEMS, 2021, 213
[37] Attribute reduction algorithm for incomplete decision table based on attribute discernibility
Ji, X. (jixia1983@163.com), 1600, South China University of Technology (41): : 83 - 88
[38] Granular maximum decision entropy-based monotonic uncertainty measure for attribute reduction
Gao, Can
Lai, Zhihui
Zhou, Jie
Wen, Jiajun
Wong, Wai Keung
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2019, 104 : 9 - 24
[39] Improvement of Decision Table Attribute Reduction Algorithm Based on Discernibility Matrix
Li, Daoguo
Ma, Hualong
Yin, Yiqi
2008 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2008, : 758 - +
[40] Attribute reduction and optimal decision rules acquisition for continuous valued information systems
Guan, Yan-Yong
Wang, Hong-Kai
Wang, Yun
Yang, Fang
INFORMATION SCIENCES, 2009, 179 (17) : 2974 - 2984

← 1 2 3 4 5 →