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Theory Use Algorithm by Gupta Maya (14 results)
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Theory and Use of the Em Algorithm
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Theory and Use of the Em Algorithm
Published by Now Publishers Inc 2011-03, 2011
ISBN 10: 1601984308 ISBN 13: 9781601984302
Language: English
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Theory and Use of the Em Algorithm (Foundations and Trends(r) in Signal Processing)
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Theory and Use of the Em Algorithm
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Theory and Use of the EM Algorithm
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Theory and Use of the EM Algorithm
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£ 73.67
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Add to basketTaschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Theory and Use of the EM Algorithm introduces the expectation-maximization (EM) algorithm and provides an intuitive and mathematically rigorous understanding of this method. It describes in detail two of the most popular applications of EM: estimating Gaussian mixture models (GMMs), and estimating hidden Markov models (HMMs). It also covers the use of EM for learning an optimal mixture of fixed models, for estimating the parameters of a compound Dirichlet distribution, and for disentangling superimposed signals. It discusses problems that arise in practice with EM, and variants of the algorithm that help deal with these challenges.Theory and Use of the EM Algorithm is designed to be useful to both the EM novice and the experienced EM user looking to better understand the method and its use.
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Add to basketCondition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Inhaltsverzeichnis1: The Expectation-Maximization Method 2: Analysis of EM 3: Learning Mixtures 4: More EM Examples 5: EM Variants 6: Conclusions and Some Historical Notes. Acknowledgements. References.Klappentext.
