Structured peer-to-peer networks through distributed nonmetric multidimensional scaling
| dc.contributor.author | Coltzau, Hauke | |
| dc.contributor.editor | Eichler, Gerald | |
| dc.contributor.editor | Wienhofen, Leendert W. M. | |
| dc.contributor.editor | Kofod-Petersen, Anders | |
| dc.contributor.editor | Unger, Herwig | |
| dc.date.accessioned | 2018-11-14T10:07:08Z | |
| dc.date.available | 2018-11-14T10:07:08Z | |
| dc.date.issued | 2012 | |
| dc.description.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. | en |
| dc.identifier.isbn | 978-3-88579-298-7 | |
| dc.identifier.pissn | 1617-5468 | |
| dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/18189 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik e.V. | |
| dc.relation.ispartof | 12th International Conference on Innovative Internet Community Services (I2CS 2012) | |
| dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-204 | |
| dc.title | Structured peer-to-peer networks through distributed nonmetric multidimensional scaling | en |
| dc.type | Text/Conference Paper | |
| gi.citation.endPage | 129 | |
| gi.citation.publisherPlace | Bonn | |
| gi.citation.startPage | 119 | |
| gi.conference.date | June 13-15, 2012 | |
| gi.conference.location | Trondheim, Norway | |
| gi.conference.sessiontitle | Regular Research Papers |
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