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3篇 您的检索式：作者名="Jindeng ZHOU"

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		题名	作者	年代	出处	被引量
	1	Research on the unbiased probability estimation of error-correcting output coding显示文摘	Zhou Jindeng Wang Xiaodan Song Heng	2011	Pattern Recognition2011，44，：	1
	2	Constructing ECOC based on confusion matrix for multiclass learning problems显示文摘In the pattern recognition field, error-correcting output codes(ECOC) are a powerful tool to fuse any number of binary classifiers to model multiclass problems, and the research of encoding based on data is attracting more and more attention. In this paper, we are going to propose a new encoding method for constructing subclass Error-Correcting Output Codes, which was first introduced by Escalera et al. To achieve this goal, we first obtain the correlation between each pair of classes with the help of confusion matrix. Then,we select the most easily separated subclasses for classification by following Fisher's principle. At last, we were able to obtain binary partitions based on subclasses. After finishing this work, a new data-driven coding matrixSubclass ECOC will be achieved. Experimental results on University of California Irvine data sets and three kinds of high resolution range profile data sets with logistic linear classifier and support vector machine as the binary classifiers show that our approach can provide a better performance and the robustness of classification with a little longer but acceptable code length.	Jindeng ZHOU Yun YANG Mingjie ZHANG Haibo XING	2016	Science China(Information Sciences)2016，59，1：	1
	3	Research on the Unbiased Probability Estimation of Error-correcting Output Coding显示文摘	ZHOU Jindeng WANG Xiaodan SONG Heng	2011	Pattern Recognition2011，，44：	1

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