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Theory and Use of the EM Algorithm

Bag om Theory and Use of the EM Algorithm

Introduces the expectation-maximization (EM) algorithm and provides an intuitive and mathematically rigorous understanding of this method. The book describes in detail two of the most popular applications of EM: estimating Gaussian mixture models, and estimating hidden Markov models.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601984302
  • Indbinding:
  • Paperback
  • Sideantal:
  • 88
  • Udgivet:
  • 30. juni 2011
  • Størrelse:
  • 156x234x5 mm.
  • Vægt:
  • 137 g.
  • BLACK NOVEMBER
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Leveringstid: 8-11 hverdage
Forventet levering: 7. december 2024

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Introduces the expectation-maximization (EM) algorithm and provides an intuitive and mathematically rigorous understanding of this method. The book describes in detail two of the most popular applications of EM: estimating Gaussian mixture models, and estimating hidden Markov models.

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