Name: Hidden Markov Models: Theory and Implementation Using Matlab® (en Inglés)
Price: 139450.00 CLP
Availability: InStock
Author: João Paulo Coelho; Tatiana M. Pinho; José Boaventura-Cunha
ISBN: 9780367203498

portada Hidden Markov Models: Theory and Implementation Using Matlab® (en Inglés)

Formato

Libro Físico

Editorial

Crc Pr Inc

Autor

João Paulo Coelho; Tatiana M. Pinho; José Boaventura-Cunha

Idioma

Inglés

Encuadernación

Tapa Dura

ISBN13

9780367203498

Hidden Markov Models: Theory and Implementation Using Matlab® (en Inglés)

João Paulo Coelho; Tatiana M. Pinho; José Boaventura-Cunha (Autor) · Crc Pr Inc · Tapa Dura

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Reseña del libro "Hidden Markov Models: Theory and Implementation Using Matlab® (en Inglés)"

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: 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