Granular-Relational Data Mining (eBook, PDF)
Piotr Honko
eBook, PDF

Granular-Relational Data Mining (eBook, PDF)

How to Mine Relational Data in the Paradigm of Granular Computing?

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This book provides two general granular computing approaches to mining relational data, the first of which uses abstract descriptions of relational objects to build their granular representation, while the second extends existing granular data mining solutions to a relational case. Both approaches make it possible to perform and improve popular data mining tasks such as classification, clustering, and association discovery. How can different relational data mining tasks best be unified? How can the construction process of relational patterns be simplified? How can richer knowledge from relatio...

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