Subgroup Discovery: On-line Data Mining Server And Its Application
Author(s)
D. Gamberger, T. Šmuc & N. Lavrač
Abstract
Subgroup discovery: on-line data mining server
and its application
D. ~ a m b e r ~ e r ] , T. Smwl & N. ~ a v r a ~ ~
I Rudjer BoikoviC Institute, BijeniCka 54, 10000 Zagreb, Croatia
2~oief ~tefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
Abstract
Data Mining Server is an internet based data analysis tool available for public
usage. It offers simple use of data preprocessing and machine learning algorithms
for subgroup discovery. The paper presents the Data Mining Server, illustrates its
usage and describes the results obtained by its application on an artherosclerotic
coronary heart disease database, resulting in the identification and early detection
of patient risk groups.
1 Introduction
Data mining is a novel approach to data analysis and knowledge extraction from
databases. Data Mining Server (DMS) is an internet service which enables execution
of some data mining tasks in a very simple way. Its goal is to make recent
scientific developments in the field of knowledge discovery acces
Keywords
Related Book
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