Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)

A granular computing approach to inducing rules in incomplete information systems

Authors
Haiyan Yu1, Daoping Wang
1School of Economics and Management, University of Science and Technology Beijing, Beijing 100083,
Corresponding Author
Haiyan Yu
Available Online October 2007.
DOI
https://doi.org/10.2991/iske.2007.202How to use a DOI?
Keywords
granular computing; rough set ;incomplete information systems;
Abstract

Generally, two ways are used to handle null value in incomplete information systems. One is transforming an incomplete system to a complete system. The other is process the incomplete information table based on toleration relation. In this paper we propose a method to process the incomplete information table based on granular computing directly. The incomplete information table is divided into granules only use the known value of instances. The rules generate based on the granules.

Copyright
© 2007, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

Volume Title
Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
Series
Advances in Intelligent Systems Research
Publication Date
October 2007
ISBN
978-90-78677-04-8
ISSN
1951-6851
DOI
https://doi.org/10.2991/iske.2007.202How to use a DOI?
Copyright
© 2007, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Haiyan Yu
AU  - Daoping Wang
PY  - 2007/10
DA  - 2007/10
TI  - A granular computing approach to inducing rules in incomplete information systems
BT  - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
PB  - Atlantis Press
SP  - 1185
EP  - 1188
SN  - 1951-6851
UR  - https://doi.org/10.2991/iske.2007.202
DO  - https://doi.org/10.2991/iske.2007.202
ID  - Yu2007/10
ER  -