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Information Mining: Methoden, Algorithmen Und Anwendungen Intelligenter Datenanalyse by Thomas A. Runkler, Wolfgang Bibel, Rudolf Kruse

Information Mining: Methoden, Algorithmen Und Anwendungen Intelligenter Datenanalyse

by Thomas A. Runkler , Wolfgang Bibel , Rudolf Kruse
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Book cover type: Paperback
  • ISBN13: 9783528057411
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Vieweg+teubner Verlag
  • Publisher Imprint: Vieweg+teubner Verlag
  • Publication Date:
  • Pages: 171
  • Original Price: EUR 51.39
  • Language: German
  • Edition: 2000
  • Item Weight: 304 grams
  • BISAC Subject(s): Engineering (General)

Das Buch behandelt die wichtigsten Methoden zur Erkennung und Extraktion von "Wissen" aus numerischen und nichtnumerischen Datenbanken in Technik und Wirtschaft. Hierzu geh�ren Algorithmen zur Vorverarbeitung, Aufbereitung, Visualisierung und Analyse von Daten. Neben linearen statistischen Methoden werden moderne Verfahren aus den Gebieten Clusteranalyse, Fuzzy-Logik, Neuroinformatik, maschinelles Lernen, Entscheidungsb�ume und Agentensysteme vorgestellt. Die praktische Umsetzung der Datenanalyse wird anhand realer Anwendungsprojekte aus der Proze technik, Netzwerktechnik, Bildverarbeitung und Marketing erl�utert. Der Leser lernt die Motivation und Grundlagen der unterschiedlichen Datenanalysemethoden kennen und wird in die Lage versetzt, diese in eigenen Projekten erfolgreich einzusetzen.

Dr.-Ing. Thomas A. Runkler ist Entwicklungsingenieur in der Zentralabteilung Technik der Siemens AG in München und lehrt an der Fakultät für Informatik der Technischen Universität München.

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