MULTIVARIATE RANKING USING ELLIPTICAL PEELING

被引：0
|
作者：
Lyashko, S. I. [1 ]
Klyushin, D. A. [1 ]
Alexeyenko, V. V. [1 ]
机构：
[1] Taras Shevchenko Natl Univ Kyiv, Kiev, Ukraine
来源：
CYBERNETICS AND SYSTEMS ANALYSIS | 2013年 / 49卷 / 04期
关键词：
pattern recognition; cancer diagnostics; uncertainty; peeling; confidence ellipsoids; discriminant analysis; multivariate ranking;
D O I：
10.1007/s10559-013-9536-x
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
A new method of multivariate ordering using elliptical peeling on the basis of confidence ellipsoids is proposed. The statistical properties of the confidence ellipsoids are proved. The application of the method for the minimization of uncertainty under quadratic discriminant analysis, mode detection, and identification of outliers are described.
引用
收藏
页码：511 / 516
页数：6
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