MODE DETECTION BY RELAXATION

被引：15

作者：

TOUZANI, A

POSTAIRE, JG

机构：

[1] Univ des Sciences et Techniques de, Lille Flandres-Artois, Villeneuve, d'Ascq, Fr

来源：

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 1988年 / 10卷 / 06期

关键词：

Probability;

D O I：

10.1109/34.9120

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A relaxation process is described and applied to the detection of the modes of the underlying probability density function for clustering multidimensional data. When the process is iterated, the label probabilities become very high in the modal region and very low in the valleys, so that mode detection becomes trivial.

引用

页码：970 / 978

页数：9

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