MONTE-CARLO COMPARISON OF 6 HIERARCHICAL-CLUSTERING METHODS ON RANDOM DATA

被引:29
作者
JAIN, NC
INDRAYAN, A
GOEL, LR
机构
[1] UNIV COLL MED SCI,NEW DELHI,INDIA
[2] MINIST PLANNING,CTR COMP,DEPT STAT,NEW DELHI,INDIA
[3] MEERUT UNIV,MEERUT 250001,UTTAR PRADESH,INDIA
关键词
D O I
10.1016/0031-3203(86)90038-5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页码:95 / 99
页数:5
相关论文
共 19 条
[1]  
ANDERBERG MR, 1973, CLUSTER ANAL APPLICA, P132
[2]   MONTE-CARLO COMPARISONS OF SELECTED CLUSTERING PROCEDURES [J].
BAYNE, CK ;
BEAUCHAMP, JJ ;
BEGOVICH, CL ;
KANE, VE .
PATTERN RECOGNITION, 1980, 12 (02) :51-62
[3]  
CORMACK RM, 1971, J R STATIST SOC A, V134, P1
[4]   CLUSTERING TECHNIQUES - USERS DILEMMA [J].
DUBES, R ;
JAIN, AK .
PATTERN RECOGNITION, 1976, 8 (04) :247-260
[5]   VALIDITY STUDIES IN CLUSTERING METHODOLOGIES [J].
DUBES, R ;
JAIN, AK .
PATTERN RECOGNITION, 1979, 11 (04) :235-254
[6]  
Everitt B., 1980, CLUSTER ANAL
[7]  
FISHER L, 1971, BIOMETRIKA, V58, P91, DOI 10.2307/2334320
[8]   ON SOME INVARIANT CRITERIA FOR GROUPING DATA [J].
FRIEDMAN, HP ;
RUBIN, J .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1967, 62 (320) :1159-&
[9]   APPROXIMATE EVALUATION TECHNIQUES FOR SINGLE-LINK AND COMPLETE-LINK HIERARCHICAL CLUSTERING PROCEDURES [J].
HUBERT, L .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1974, 69 (347) :698-704
[10]  
KOPP B, 1978, Biometrical Journal, V20, P495, DOI 10.1002/bimj.4710200506