Gesellschaft für Informatik e.V.

Lecture Notes in Informatics


12^th international conference on innovative Internet community services (I^2CS 2012) P-204, 119-129 (2012).

Gesellschaft für Informatik, Bonn
2012


Copyright © Gesellschaft für Informatik, Bonn

Contents

Structured peer-to-peer networks through distributed nonmetric multidimensional scaling

Hauke Coltzau

Abstract


Multidimensional Scaling (MDS) is a technique for dimensionality reduction widely used in the field of data-mining. For P2P data networks, it holds the potential to provide an intuitive way to browse and explore heterogeneous data distributed over the system. Current MDS approaches are dependent on a centralized instance (controller) and can therefore not be used in decentralized environments. In this article, a distributed algorithm for multidimensional scaling is discussed that does not need any such centralized control.


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Gesellschaft für Informatik, Bonn
ISBN 978-3-88579-298-7


Last changed 04.10.2013 18:38:18