Hidden Markov Models: Theory and Implementation using MATLAB(R) Contributor(s): Coelho, Joćo Paulo (Author), Pinho, Tatiana M. (Author), Boaventura-Cunha, José (Author) |
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ISBN: 036777934X ISBN-13: 9780367779344 Publisher: CRC Press OUR PRICE: $60.79 Product Type: Paperback - Other Formats Published: March 2021 |
Additional Information |
BISAC Categories: - Mathematics | Probability & Statistics - Stochastic Processes - Computers | Computer Engineering - Mathematics | Arithmetic |
Dewey: 519.233 |
Physical Information: 0.6" H x 6.14" W x 9.21" (0.88 lbs) 282 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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(R). 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(R). 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:
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