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Statistical Genetic Interval-Valued Fuzzy Systems with Prediction in Clinical Trials
San Jose, California November 02-November 04
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/GrC.2007.892007 IEEE International Conference on ...
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Yu Qiu, Yanqing Zhang, Yichuan Zhao, "Statistical Genetic Interval-Valued Fuzzy Systems with Prediction in Clinical Trials," Granular Computing, IEEE International Conference on, pp. 129, 2007 IEEE International Conference on Granular Computing (GRC 2007), 2007.
 
 
BibTex
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@article{ 10.1109/GrC.2007.89,
author = {Yu Qiu and Yanqing Zhang and Yichuan Zhao},
title = {Statistical Genetic Interval-Valued Fuzzy Systems with Prediction in Clinical Trials},
journal ={Granular Computing, IEEE International Conference on},
volume = {0},
year = {2007},
isbn = {0-7695-3032-X},
pages = {129},
doi = {http://doi.ieeecomputersociety.org/10.1109/GrC.2007.89},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Granular Computing, IEEE International Conference on
TI - Statistical Genetic Interval-Valued Fuzzy Systems with Prediction in Clinical Trials
SN - 0-7695-3032-X
SP
EP
A1 - Yu Qiu,
A1 - Yanqing Zhang,
A1 - Yichuan Zhao,
PY - 2007
VL - 0
JA - Granular Computing, IEEE International Conference on
ER -
 
intelligence methods have played important roles in many areas. After statistically optimizing interval-valued fuzzy membership functions in the type-2 Fuzzy Logic System (FLS), we continue to apply Genetic Algorithms (GA) to optimize them. The proposed method is used to predict survival times for patients in clinical trials. The results show that the new GA-based method is more accurate than traditional type-1 and type-2 methods. Index Terms: Interval-valued fuzzy logic, type-2 fuzzy logic, statistical interval-valued fuzzy reasoning, Genetic Algorithms, least-squares errors .
Citation:
Yu Qiu, Yanqing Zhang, Yichuan Zhao, "Statistical Genetic Interval-Valued Fuzzy Systems with Prediction in Clinical Trials," grc, pp.129, 2007 IEEE International Conference on Granular Computing (GRC 2007), 2007
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