Design Künstlicher Neuronaler Netze
Language: German
Published by Deutscher Universitätsverlag, 2005
- Softcover
- New
Condition: New
£ 52.29
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Add to basketItem description from seller
Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Dr. Janette F. Walde ist Universitaetsassistentin am Institut fuer Statistik der Fakultaet fuer Sozial- und Wirtschaftswissenschaft der Universitaet Innsbruck. Mit dem Ziel, die zahlreichen Freiheitsgrade bei der Ausgestaltung von Kuenstlichen Neu.
Seller Inventory # 5336868
- Title
- Design Künstlicher Neuronaler Netze
- Author
- Janette F. Walde
- Publisher
- Deutscher Universitätsverlag
- Publication year
- 2005
- Condition
- New
- Binding
- Soft cover
- Language
- German
- ISBN 10
- 3824408422
- ISBN 13
- 9783824408429
- Seller catalogs
- Mathematik/Naturwissenschaften/Technik/Medizin
Mit dem Ziel, die zahlreichen Freiheitsgrade bei der Ausgestaltung der Modelle wissenschaftlich fundiert zu fixieren, untersucht Janette F. Walde die Stärken und Schwächen von mehrschichtigen Perzeptronen, die zur Modellierungsklasse der KNN zählen. Dafür steht neben künstlich generierten Datensätzen auch ein realer Datensatz mit vollständigen Informationen zu mehr als 185.000 Beobachtungseinheiten zur Verfügung. Die Autorin vergleicht die Performance der mehrschichtigen Perzeptrone mit der von klassischen Verfahren, identifiziert mit Hilfe von Sensitivitätsanalysen die wichtigen Inputvariablen und überprüft die aufgezeigten nichtlinearen Zusammenhänge auf ihre substanzwissenschaftliche Fundierung. Es wird deutlich, dass dem Vorteil der KNN, nämlich die kaum erforderliche Vorabspezifizierung des funktionalen Zusammenhangs, ein enormer Datenhunger gegenübersteht.
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"About the title" may belong to another edition of this title.
Shipping rates from Germany to U.S.A.
| Item | 16 to 45 business days | 16 to 45 business days |
|---|---|---|
| First item | £ 41.46 | £ 41.46 |
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