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A framework for visual data mining of structures

Schulz H, Nocke T, Schumann H ...see all

Conferences in Research and Practice in Information Technology Series, vol. 48 (2006) pp. 157-166

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Abstract

Visual data mining has been established to eectively analyze large, complex numerical data sets. Especially, the extraction and visualization of inherent structures such as hierarchies and networks has made a significant leap forward. However, it is still a challenging task for users to explore explicitly given large structures. In this paper, we approach this task by tightly coupling visualization and graph-theoretical methods. Therefore, we investigate if and how visualization can benefit...

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