EXPERIMENTS IN DISCRIMINATION AND CLASSIFICATION

被引：8

作者：

FREEMAN, JJ

机构：

[1] Microwave Antennas and Components Branch, Electronics Division, Naval Research Laboratory

来源：

PATTERN RECOGNITION | 1969年 / 1卷 / 03期

关键词：

D O I：

10.1016/0031-3203(69)90004-1

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A nonparametric discrimination method, based on estimating the probability densities of two populations, is available which appears generally applicable to discrimination problems. This nonparametric method is combined with Gamba's learning without teacher" or classification procedure to obtain a new classification technique which considers all variates simultaneously. Experiments applying this technique are described. © 1969."

引用

页码：207 / &

共 9 条

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[2]

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[3]

GAMBA A, 1961, SUPPL NUOVO CIMENTO, V20, P146

[4]

Hodges JL, 1952, 2149004 USAF SCH AV

[5]

KENDALL MG, 1966, MULTIVARIATE ANALYSI

[6]

KRISHNAIAH PR, 1966, MULTIVARIATE ANAL ED

[7]

LEADBETTER MR, 1963, 11 RES TRIANGL I TEC

[8] ESTIMATION OF A PROBABILITY DENSITY-FUNCTION AND MODE [J].

PARZEN, E .

ANNALS OF MATHEMATICAL STATISTICS, 1962, 33 (03) :1065-&

[9]

SPECHT DF, 1966, 67645 STANF U STANF

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