German
German
Mathematics & science
Mathematics
Probability & statistics
Das Hidden-Markov-Modell

Das Hidden-Markov-Modell

GermanEbook
Zimmermann, Karl-Heinz
Springer Berlin Heidelberg
EAN: 9783662659687
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Im Mittelpunkt dieses essentials steht eine Einführung in ein bekanntes statistisches Modell, das Hidden-Markov-Modell.
Damit können Probleme bewältigt werden, bei denen aus einer Folge von Beobachtungen auf die wahrscheinlichste zustandsspezifische Beschreibung geschlossen werden soll.
Die Anwendungen des Hidden-Markov-Modells liegen hauptsächlich in den Bereichen Bioinformatik, Computerlinguistik, maschinelles Lernen und Signalverarbeitung.
In diesem Büchlein werden die beiden zentralen Problemstellungen in HMMs behandelt.
Das Problem der Inferenz wird mit dem berühmten Viterbi-Algorithmus gelöst, und das Problem der Parameterschätzung wird mit zwei bekannten Methoden angegangen (Erwartungsmaximierung und Baum-Welch).
EAN 9783662659687
ISBN 3662659689
Binding Ebook
Publisher Springer Berlin Heidelberg
Publication date October 24, 2022
Language German
Country Germany
Authors Zimmermann, Karl-Heinz
Series essentials
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