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厦门大学 [1]
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长春光学精密机械与物... [1]
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A Novel Takagi-Sugeno Fuzzy System Modeling Method with Joint Feature Selection and Rule Reduction
会议论文
作者:
Lin, Defu
;
Wang, Jun
;
Zhu, Jihua
;
Wang, Yifan
;
Jiang, Yizhang
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  |  
浏览/下载:5/0
  |  
提交时间:2019/11/19
alternating direction method of multipliers
feature selection
group sparsity
T-S fuzzy system modeling
fuzzy rule reduction
A method of aircraft image target recognition based on modified PCA features and SVM (EI CONFERENCE)
会议论文
9th International Conference on Electronic Measurement and Instruments, ICEMI 2009, August 16, 2009 - August 19, 2009, Beijing, China
Donghe W.
;
Xin H.
;
Wei Z.
;
Huilong Y.
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浏览/下载:22/0
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提交时间:2013/03/25
Automatic target recognition(ATR) is an important task in image application. This paper concentrates on two key subroutines of ATR system: Dimensionality reduction and Classifier. After pretreatment on original features a self-organizing neural network trained with the Hebbian rule is used to extract the principal component features. Then a classifier based on Directed Acyclic Graph Support Vector Machines(DAGSVM) is adopted to recognize more than two types of aircraft targets. The experiment results show the proposed method achieves better subset features and higher recognition rate. 2009 IEEE.
Improved algorithm for attribute reduction and rule generation
期刊论文
Journal of Information and Computational Science, 2008, 卷号: 5, 页码: 2611-2618
作者:
Zhang, Li
;
Lu, Xiuying
;
Cai, Lianbo
;
Wu, Huayu
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浏览/下载:4/0
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提交时间:2019/12/27
Attribute core
Attribute reduction
Attribute values
Characteristic table
Decision rules
Improved algorithm
Other algorithms
Reduction algorithms
Reduction of knowledge
Rough set
Rule generation
Value reduction, Fuzzy sets
Heuristic methods
Portals
Rough set theory, Heuristic algorithms
粗集中属性约简及规则提取的研究
学位论文
2003, 2003
张闽
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浏览/下载:1/0
  |  
提交时间:2016/02/14
粗集
属性约简
决策规则
规则简化
规则提取
Rough Set
Reduction of Attribute
Decision Rule
Reduction of Rule
Inducing Rule
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