THE OPTIMAL DISTANCE MEASURE FOR NEAREST NEIGHBOR CLASSIFICATION

被引：175

作者：

SHORT, RD ^{[1
]}

FUKUNAGA, K ^{[1
]}

机构：

[1] PURDUE UNIV,SCH ELECT ENGN,W LAFAYETTE,IN 47907

来源：

IEEE TRANSACTIONS ON INFORMATION THEORY | 1981年 / 27卷 / 05期

关键词：

D O I：

10.1109/TIT.1981.1056403

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

引用

页码：622 / 627

页数：6

共 8 条

[1] WEIGHTED NEAREST NEIGHBOR RULE FOR CLASS DEPENDENT SAMPLE SIZES [J].

BROWN, TA ;

KOPLOWITZ, J .

IEEE TRANSACTIONS ON INFORMATION THEORY, 1979, 25 (05) :617-619

[2] NEAREST NEIGHBOR PATTERN CLASSIFICATION [J].

COVER, TM ;

HART, PE .

IEEE TRANSACTIONS ON INFORMATION THEORY, 1967, 13 (01) :21-+

[3]

Duda R. O., 1973, PATTERN CLASSIFICATI

[4]

FRASER DAS, 1957, NONPARAMETRIC METHOD, pCH4

[5] OPTIMIZATION OF K NEAREST-NEIGHBOR DENSITY ESTIMATES [J].

FUKUNAGA, K ;

HOSTETLER, LD .

IEEE TRANSACTIONS ON INFORMATION THEORY, 1973, 19 (03) :320-326

[6]

FUKUNAGA K, 1976, INTRO STATISTICAL PA, pCH6

[7]

SHORT RD, 1980, 5TH INT C PATT REC M, P81

[8] CONSISTENT NONPARAMETRIC REGRESSION [J].

STONE, CJ ;

BICKEL, PJ ;

BREIMAN, L ;

BRILLINGER, DR ;

BRUNK, HD ;

PIERCE, DA ;

CHERNOFF, H ;

COVER, TM ;

COX, DR ;

EDDY, WF ;

HAMPEL, F ;

OLSHEN, RA ;

PARZEN, E ;

ROSENBLATT, M ;

SACKS, J ;

WAHBA, G .

ANNALS OF STATISTICS, 1977, 5 (04) :595-645

← 1 →