elib
DLR-Header
DLR-Logo -> http://www.dlr.de
DLR Portal Home | Imprint | Contact | Deutsch
Fontsize: [-] Text [+]

Fuzzy Clustering with Repulsive Prototypes

Rehm, Frank and Winkler, Roland and Kruse, Rudolf (2010) Fuzzy Clustering with Repulsive Prototypes. In: Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design Information Science Reference. pp. 332-345. ISBN 1605668303.

Full text not available from this repository.

Official URL: http://www.igi-global.com/Bookstore/TitleDetails.aspx?TitleId=873

Abstract

A well known issue with prototype-based clustering is the user's obligation to know the right number of clusters in a dataset in advance or to determine it as a part of the data analysis process. There are different approaches to cope with this non-trivial problem. This paper follows the approach to address this problem as an integrated part of the clustering process. An extension to repulsive fuzzy c-means clustering is proposed equipping non-Euclidean prototypes with repulsive properties. Experimental results are presented that demonstrate the feasibility of our technique.

Document Type:Contribution to a Collection
Title:Fuzzy Clustering with Repulsive Prototypes
Authors:
AuthorsInstitution or Email of Authors
Rehm, Frankfrank.rehm@dlr.de
Winkler, Rolandroland.winkler@dlr.de
Kruse, RudolfUni Magdeburg
Date:2010
Journal or Publication Title:Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design
Refereed publication:Yes
In ISI Web of Science:No
Page Range:pp. 332-345
Editors:
EditorsEmail
Laurent, AnneUniversity Paris
Lesot, Marie-JeanneUniversity Paris
Publisher:Information Science Reference
ISBN:1605668303
Status:Published
Keywords:Fuzzy Clustering, Prototype
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Aeronautics
HGF - Program Themes:L SF - Safe and Efficient Air Traffic Guidance (old)
DLR - Research area:Aeronautics
DLR - Program:L SF - Safe and Efficient Air Traffic Guidance
DLR - Research theme (Project):L - Air Traffic and Weather (old)
Location: Braunschweig
Institutes and Institutions:Institute of Flight Control > Air traffic systems
Deposited By: Dr.-Ing. Frank Rehm
Deposited On:14 Dec 2010 13:40
Last Modified:14 Dec 2010 13:40

Repository Staff Only: item control page

Browse
Search
Help & Contact
Informationen
electronic library is running on EPrints 3.3.12
Copyright © 2008-2012 German Aerospace Center (DLR). All rights reserved.