Hidden Markov Models: Theory and Implementation using MATLAB®
by: João Paulo Coelho (Author),Tatiana M. Pinho(Author),José Boaventura-Cunha(Author)&0more
Publisher:CRC Press
Edition:1st
Publication Date: 13 Aug. 2019
Language:English
Print Length:282 pages
ISBN-10:0367203499
ISBN-13:9780367203498
Book 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®. 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 theoryCovers the analysis of both continuous and discrete Markov chainsDiscusses the translation of HMM concepts from the realm of formal mathematics into computer codeOffers many examples to supplement mathematical notation when explaining new concepts
About the Author
未经允许不得转载：电子书百科大全 » Hidden Markov Models: Theory and Implementation using MATLAB®
评论前必须登录！
登陆 注册