DocumentCode :
3700239
Title :
Information granules in multi-scale ordered information systems
Author :
Wei-Zhiwu;Shen-Ming Gu;Xia Wang
Author_Institution :
School of Mathematics, Physics and Information Science, Zhejiang Ocean University, Zhoushan, Zhejiang 316022, China
Volume :
1
fYear :
2015
fDate :
7/1/2015 12:00:00 AM
Firstpage :
182
Lastpage :
187
Abstract :
The representation of information granules is the key issue to the discovery of knowledge in formation of tables. In this paper, the concept of ordered granular labeled structures is introduced. Multi-scale ordered granular labeled structures and multi-scale-decision granular ordered labeled structures are defined in this work. Multi-scale ordered information systems in which there exist hierarchical scale ordered structures of attribute values measured at different levels of granulations are also proposed. Finally, representations of information granules in different scales of ordered granulations in multi-scale ordered information systems and multi-scale ordered decision tables are explored.
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2015 International Conference on
Type :
conf
DOI :
10.1109/ICMLC.2015.7340919
Filename :
7340919
Link To Document :
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