Tell a friend
Print
Rehm, Frank and Klawonn, Frank and Kruse, Rudolf (2009) Density-based Multidimensional Scaling. In: Springer. pp. 53-60. ISBN 978-3-642-00667-8.
Full text not available from this repository.
Official URL: http://www.springer.com/statistics/computanional+statistics/book/978-3-642-00667-8
Abstract
Multidimensional scaling provides dimensionality reduction for high-dimensional data. Most of the available techniques try to preserve similarity in terms of distances between data objects. In this paper a new approach is proposed that extends the distance preserving aspect by means of density preservation. Combining both, the distance aspect and the density aspect, permits efficient multidimensional scaling solutions.
| Item URL in elib: | https://elib.dlr.de/45312/ | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Document Type: | Contribution to a Collection | ||||||||||||||||||||
| Title: | Density-based Multidimensional Scaling | ||||||||||||||||||||
| Authors: |
| ||||||||||||||||||||
| Date: | 2009 | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||
| Page Range: | pp. 53-60 | ||||||||||||||||||||
| Editors: |
| ||||||||||||||||||||
| Publisher: | Springer | ||||||||||||||||||||
| ISBN: | 978-3-642-00667-8 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | Multidimensional Scaling, density preservation, visualization | ||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
| HGF - Program: | Aeronautics | ||||||||||||||||||||
| HGF - Program Themes: | ATM and Operation (old) | ||||||||||||||||||||
| DLR - Research area: | Aeronautics | ||||||||||||||||||||
| DLR - Program: | L AO - Air Traffic Management and Operation | ||||||||||||||||||||
| DLR - Research theme (Project): | L - Effiziente Flugführung und Flugbetrieb (old) | ||||||||||||||||||||
| Location: | Braunschweig | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Flight Guidance > Air traffic systems | ||||||||||||||||||||
| Deposited By: | Rehm, Dr.-Ing. Frank | ||||||||||||||||||||
| Deposited On: | 11 Nov 2008 | ||||||||||||||||||||
| Last Modified: | 24 Jan 2014 09:49 |
Repository Staff Only: item control page
