DocumentCode :
441913
Title :
Improvement and application of template method in fuzzy pattern recognition
Author :
Niu, Yong-Li ; Nuang, Li ; Zhao, Hong-Min ; Chen, Shui-Li
Author_Institution :
Sch. of Math. & Comput. Sci., Fuzhou Univ., China
Volume :
5
fYear :
2005
fDate :
18-21 Aug. 2005
Firstpage :
2727
Abstract :
Template method, which is one of the commonly used methods for establishing a fuzzy pattern database, plays an important role in fuzzy pattern recognition. In this paper an improved template method is proposed, which is called FPLS method. It is better than traditional template as it is used for establishing the fuzzy pattern recognition database. At the same time in combination with the problems existed in Tarim Oilfield, a model, of which pyrolysis parameters are used as characteristic indexes for oil-gas recognition, is proposed for effective improved the parameters.
Keywords :
database indexing; fuzzy set theory; oil technology; pattern recognition; Tarim oilfield; characteristic index; fuzzy pattern recognition database; oil gas recognition; pyrolysis parameter; template method; Character recognition; Databases; Fuzzy sets; Geologic measurements; Humans; Hydrocarbon reservoirs; Indexes; Pattern recognition; Petroleum; Roentgenium; Fuzzy pattern; hydrocarbon reservoir recognition; least square regression; template method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
Type :
conf
DOI :
10.1109/ICMLC.2005.1527406
Filename :
1527406
Link To Document :
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