eBook - ePub

Hidden Markov Models

Name: Hidden Markov Models
Author: João Paulo Coelho,Tatiana M. Pinho,José Boaventura-Cunha

Theory and Implementation using MATLAB®

João Paulo Coelho,

Tatiana M. Pinho,

José Boaventura-Cunha,

264 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Hidden Markov Models

Theory and Implementation using MATLAB®

João Paulo Coelho,

Tatiana M. Pinho,

José Boaventura-Cunha,

About this book

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

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Yes, you can access Hidden Markov Models by João Paulo Coelho,Tatiana M. Pinho,José Boaventura-Cunha in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Engineering. We have over one million books available in our catalogue for you to explore.