DocumentCode
2783223
Title
Operator matching in fuzzy decision tree based on sound logic
Author
Chen, Jialin ; He, Huacan
Author_Institution
Center for Intell. Sci. & Technol. Res., Beijing Univ. of Posts & Telecommun., Beijing, China
fYear
2009
fDate
6-8 Nov. 2009
Firstpage
344
Lastpage
348
Abstract
This paper discusses properties of sound logic based on flexible logic, computing model of sound fuzzy logic system, sound probability logic system and sound Luckasiewicz logic system are derived. In the practical application of fuzzy decision tree, algorithm of matching operator in the fuzzy decision tree is improved based on sound logic. Compared with the traditional matching algorithms, the experiments show that the proposed algorithm can obtain a higher accuracy.
Keywords
decision trees; fuzzy logic; probabilistic logic; flexible logic; fuzzy decision tree; operator matching; sound Luckasiewicz logic system; sound fuzzy logic system; sound probability logic system; Clustering algorithms; Decision trees; Extraterrestrial measurements; Fuzzy logic; Fuzzy systems; Helium; Logic testing; Machine learning algorithms; Probabilistic logic; Telecommunication computing; Sound logic; fuzzy decision tree; matching operator; testing accuracy;
fLanguage
English
Publisher
ieee
Conference_Titel
Network Infrastructure and Digital Content, 2009. IC-NIDC 2009. IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-4898-2
Electronic_ISBN
978-1-4244-4900-6
Type
conf
DOI
10.1109/ICNIDC.2009.5360952
Filename
5360952
Link To Document