Hidden Markov models and dynamical syste
โ Andrew M. Fraser
๐ Library
๐
2008
๐ Society for Industrial and Applied Mathematics
๐ English
โฆ LIBER โฆ
๐
Hidden Markov Models and Dynamical Systems
โ Scribed by Andrew M. Fraser
- Publisher
- Society for Industrial and Applied Mathematics
- Year
- 2009
- Tongue
- English
- Leaves
- 145
- Edition
- 1
- Category
- Library
โฌ Acquire This Volume
No coin nor oath required. For personal study only.
โฆ Synopsis
This text provides an introduction to hidden Markov models (HMMs) for the dynamical systems community. It is a valuable text for third or fourth year undergraduates studying engineering, mathematics, or science that includes work in probability, linear algebra and differential equations. The book presents algorithms for using HMMs, and it explains the derivation of those algorithms. It presents Kalman filtering as the extension to a continuous state space of a basic HMM algorithm. The book concludes with an application to biomedical signals. This text is distinctive for providing essential introductory material as well as presenting enough of the theory behind the basic algorithms so that the reader can use it as a guide to developing their own variants.
๐ SIMILAR VOLUMES
Hidden Markov Models
โ Bhar R., Hamori S.
๐ Library
๐
2004
๐ English
Markov chains have increasingly become a useful way of capturing the stochastic nature of many economic and financial variables. Although the hidden Markov processes have been widely employed for some time in many engineering applications e.g. speech recognition, its effectiveness has now been recog
Hidden Markov models: Estimation and con
โ Robert J. Elliott, John B. Moore, Lakhdar Aggoun (auth.)
๐ Library
๐
1995
๐ Springer-Verlag New York
๐ English
<p><P>As more applications are found, interest in Hidden Markov Models continues to grow. Following comments and feedback from colleagues, students and other working with Hidden Markov Models the corrected 3rd printing of this volume contains clarifications, improvements and some new material, inclu
Hidden Markov models, theory and applica
โ Dymarski P. (ed.)
๐ Library
๐
2011
๐ InTech
๐ English
Hidden Markov Models: Estimation and Con
โ Robert J. Elliott, John B. Moore, Lakhdar Aggoun (auth.)
๐ Library
๐
1995
๐ Springer-Verlag New York
๐ English
<p><P>As more applications are found, interest in Hidden Markov Models continues to grow. Following comments and feedback from colleagues, students and other working with Hidden Markov Models the corrected 3rd printing of this volume contains clarifications, improvements and some new material, inclu
Hidden Markov models: estimation and con
โ Robert J. Elliott, John B. Moore, Lakhdar Aggoun (auth.)
๐ Library
๐
1995
๐ Springer-Verlag New York
๐ English