Hidden Markov Models

Hidden Markov Models

EnglishHardback
Coelho, João Paulo
Taylor & Francis Ltd
EAN: 9780367203498
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This book presents, in an integrated form, both the analysis and synthesis of three different types of hidden Markov models. Unlike other books on the subject, it is generic and does not focus on a specific theme, e.g. speech processing. Moreover, it presents the translation of hidden Markov models’ concepts from the domain of formal mathematics into computer codes using MATLAB®. The unique feature of this book is that the theoretical concepts are first presented using an intuition-based approach followed by the description of the fundamental algorithms behind hidden Markov models using MATLAB®. This approach, by means of analysis followed by synthesis, is suitable for those who want to study the subject using a more empirical approach.

Key Selling Points:

  • Presents a broad range of concepts related to Hidden Markov Models (HMM), from simple problems to advanced theory
  • Covers the analysis of both continuous and discrete Markov chains
  • Discusses the translation of HMM concepts from the realm of formal mathematics into computer code
  • Offers many examples to supplement mathematical notation when explaining new concepts
EAN 9780367203498
ISBN 0367203499
Binding Hardback
Publisher Taylor & Francis Ltd
Publication date August 13, 2019
Pages 282
Language English
Dimensions 234 x 156
Country United Kingdom
Readership Tertiary Education
Authors Boaventura-Cunha, Jose; Coelho, Joao Paulo; Pinho, Tatiana M.
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