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

Zusammenfassung
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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  • BibTeX
Coltzau, H., (2012). Structured peer-to-peer networks through distributed nonmetric multidimensional scaling. In: Eichler, G., Wienhofen, L. W., Kofod-Petersen, A. & Unger, H. (Hrsg.), 12th International Conference on Innovative Internet Community Services (I2CS 2012). Bonn: Gesellschaft für Informatik e.V.. (S. 119-129).
@inproceedings{mci/Coltzau2012,
author = {Coltzau, Hauke},
title = {Structured peer-to-peer networks through distributed nonmetric multidimensional scaling},
booktitle = {12th International Conference on Innovative Internet Community Services (I2CS 2012)},
year = {2012},
editor = {Eichler, Gerald AND Wienhofen, Leendert W. M. AND Kofod-Petersen, Anders AND Unger, Herwig} ,
pages = { 119-129 },
publisher = {Gesellschaft für Informatik e.V.},
address = {Bonn}
}
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Mehr Information

ISBN: 978-3-88579-298-7
ISSN: 1617-5468
Datum: 2012
Sprache: en (en)
Typ: Text/Conference Paper
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