Introduction of Empirical Topology in Construction of Relationship Networks of Informative Objects

Details Introduction of Empirical Topology in Construction of Relationship Networks of Informative Objects Introduction of Empirical Topology in Construction of Relationship Networks of Informative Objects

2009-12-25

arxiv.org/abs/0912.4986v1

IFIP Advances in Information and Communication Technology, 2010, Volume 314/2010, 35-43

Astronomy and Astrophysics

Astrophysics

Instrumentation and Methods for Astrophysics

Scientific paper

10.1007/978-3-642-11628-5_4

Understanding the structure of relationships between objects in a given database is one of the most important problems in the field of data mining. The structure can be defined for a set of single objects (clustering) or a set of groups of objects (network mapping). We propose a method for discovering relationships between individuals (single or groups) that is based on what we call the empirical topology, a system-theoretic measure of functional proximity. To illustrate the suitability and efficiency of the method, we apply it to an astronomical data base.

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