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
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;
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
DOI :
10.1109/ICNIDC.2009.5360952
