The design of an interactive approach to statistical data mining

被引：0

作者：

Jiang, ZW ^{[1
]}

Gu, YL ^{[1
]}

Hou, WC ^{[1
]}

Wang, CF ^{[1
]}

机构：

[1] So Illinois Univ, Dept Comp Sci, Carbondale, IL 62901 USA

来源：

PROCEEDINGS OF THE ISCA 20TH INTERNATIONAL CONFERENCE ON COMPUTERS AND THEIR APPLICATIONS | 2005年

关键词：

data mining; summary table; statistical methods;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this study, an interactive approach to statistical data mining is formulated. The core of this approach is a set of operators that can be used to examine the data as well as extract knowledge. For efficiency, we build summary tables so that most data mining tasks can be accomplished using only the summary tables. A summary table contains concise statistical information about groups of tuples while the knowledge generation operators facilitate interactive search of different types of knowledge.

引用

页码：74 / 79

页数：6

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