Fuzzy-Clusteranalyse Book by Wolfgang Bibel - Bookswagon
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Fuzzy-Clusteranalyse

Fuzzy-Clusteranalyse


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About the Book

Dieses Buch ist das Standardwerk zu einem neuen Bereich der angewandten Fuzzy-Technologie, der Fuzzy-Clusteranalyse. Diese beinhaltet Verfahren der Mustererkennung zur Gruppierung und Strukturierung von Daten. Dabei werden im Gegensatz zu klassischen Clustering-Techniken die Daten nicht eindeutig zu Klassen zugeordnet, sondern Zugehörigkeitsgrade bestimmt, so daß die Fuzzy-Verfahren robust gegenüber gestörten oder verrauschten Daten sind und fließende Klassenübergänge handhaben können.
Dieses Werk gibt eine methodische Einführung in die zahlreichen Fuzzy-Clustering-Algorithmen mit ihren Anwendungen in den Bereichen Datenanalyse, Erzeugung von Regeln für Fuzzy-Regler, Klassifikations- und Approximationsprobleme sowie eine ausführliche Darstellung des Shell-Clustering zur Erkennung von geometrischen Konturen in Bildern.
About the Author: Dipl.-Inform. Frank Höppner arbeitet als wissenschaftlicher Mitarbeiter am Institut für Flugführung für Luft- und Raumfahrt in Braunschweig.
Dr. Frank Klawonn ist wissenschaftlicher Mitarbeiter im Fachbereich Mathematik und Informatik der Technischen Universität Braunschweig.
Prof. Dr. Rudolf Kruse lehrt das Gebiet Neuro-Fuzzy-Systeme an der Fakultät für Informatik der Otto-Guericke-Universität Magdeburg.


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Product Details
  • ISBN-13: 9783528055431
  • Publisher: Vieweg+teubner Verlag
  • Publisher Imprint: Vieweg+teubner Verlag
  • Edition: 1997 ed.
  • Language: German
  • Returnable: N
  • Spine Width: 15 mm
  • Weight: 403 gr
  • ISBN-10: 352805543X
  • Publisher Date: 01 Jan 1997
  • Binding: Paperback
  • Height: 210 mm
  • No of Pages: 280
  • Series Title: Computational Intelligence
  • Sub Title: Verfahren Für Die Bilderkennung, Klassifizierung Und Datenanalyse
  • Width: 148 mm


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