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Das Hidden-Markov-Modell

Das Hidden-Markov-Modell

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783662659670
Condition
New
Product Description

Im Mittelpunkt dieses essentials steht eine Einfhrung in ein bekanntes statistisches Modell, das Hidden-Markov-Modell. Damit knnen Probleme bewltigt werden, bei denen aus einer Folge von Beobachtungen auf die wahrscheinlichste zustandsspezifische Beschreibung geschlossen werden soll. Die Anwendungen des Hidden-Markov-Modells liegen hauptschlich in den Bereichen Bioinformatik, Computerlinguistik, maschinelles Lernen und Signalverarbeitung. In diesem Bchlein werden die beiden zentralen Problemstellungen in HMMs behandelt. Das Problem der Inferenz wird mit dem berhmten Viterbi-Algorithmus gelst, und das Problem der Parameterschtzung wird mit zwei bekannten Methoden angegangen (Erwartungsmaximierung und Baum-Welch).

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