In this paper, we introduce ClustCube, an innovative OLAP-based framework for clustering and mining complex database objects extracted from distributed database settings. To this end, ClustCube puts together conventional clustering techniques and well-consolidated OLAP methodologies in order to achieve higher expressive power and mining effectiveness over traditional methodologies for mining tuple-oriented information. Copyright (c) 2012 - Edizioni Libreria Progetto and the authors.
Integrating clustering techniques and OLAP methodologies: The ClustCube approach
Cuzzocrea Alfredo;
2012
Abstract
In this paper, we introduce ClustCube, an innovative OLAP-based framework for clustering and mining complex database objects extracted from distributed database settings. To this end, ClustCube puts together conventional clustering techniques and well-consolidated OLAP methodologies in order to achieve higher expressive power and mining effectiveness over traditional methodologies for mining tuple-oriented information. Copyright (c) 2012 - Edizioni Libreria Progetto and the authors.File in questo prodotto:
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