Visual data mining: Recognizing telephone calling fraud

被引：48

作者：

Cox, KC ^{[1
]}

Eick, SG ^{[1
]}

Wills, GJ ^{[1
]}

Brachman, RJ ^{[1
]}

机构：

[1] AT&T Bell Labs, Lucent Technol, Naperville, IL 60566 USA

来源：

DATA MINING AND KNOWLEDGE DISCOVERY | 1997年 / 1卷 / 02期

关键词：

visualization; fraud; information discovery; interaction; telecommunications data mining;

D O I：

10.1023/A:1009740009307

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Human pattern recognition skills me remarkable and in many situations far exceed the ability of automated mining algorithms. By building domain-specific interfaces that present information visually, we can combine human detection with machines' far greater computational capacity. We illustrate our ideas by describing a suite of visual interfaces we built for telephone fraud detection.

引用

页码：225 / 231

页数：7

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