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Rule Classification Visualization of High-Dimensional Data

Rehm, Frank and Klawonn, Frank and Kruse, Rudolf (2005) Rule Classification Visualization of High-Dimensional Data. In: IPMU 2006. IPMU 2006, 2006-07-02 - 2006-07-07, Paris, Frankreich. (Unpublished)

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Abstract

This paper presents an approach to visualize high-dimensional fuzzy classification rules and the corresponding classified data set in the plane. This enables the observer to check visually to which degree a feature vector is classified by a certain rule. Also misclassified feature vectors can be well spotted and conflicting or error-prone rules can be identified.

Document Type:Conference or Workshop Item (UNSPECIFIED)
Title:Rule Classification Visualization of High-Dimensional Data
Authors:
AuthorsInstitution or Email of Authors
Rehm, FrankUNSPECIFIED
Klawonn, FrankUniversity of Applied Sciences Braunschweig/Wolfenbuettel
Kruse, RudolfOtto-von-Guericke-University of Magdeburg
Date:2005
Journal or Publication Title:IPMU 2006
Refereed publication:Yes
In ISI Web of Science:No
Status:Unpublished
Keywords:Fuzzy Rules, Visualization, Multi-Dimensional Scaling
Event Title:IPMU 2006
Event Location:Paris, Frankreich
Event Type:international Conference
Event Dates:2006-07-02 - 2006-07-07
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 - Effiziente Flugführung und Flugbetrieb (old)
Location: Braunschweig
Institutes and Institutions:Institute of Flight Control > Air traffic systems
Deposited By: Dr.-Ing. Frank Rehm
Deposited On:03 Aug 2007
Last Modified:27 Apr 2009 04:45

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