[PDF] Semi Markov Models Download

Author : Vlad Stefan Barbu
Release Date : 07 January 2009
Publisher : Springer Science & Business Media
Genre : Mathematics
Pages : 226
ISBN 13 : 9780387731735

Download Semi-Markov Chains and Hidden Semi-Markov Models toward Applications eBook in PDF, Epub and Kindle

Book Description: Here is a work that adds much to the sum of our knowledge in a key area of science today. It is concerned with the estimation of discrete-time semi-Markov and hidden semi-Markov processes. A unique feature of the book is the use of discrete time, especially useful in some specific applications where the time scale is intrinsically discrete. The models presented in the book are specifically adapted to reliability studies and DNA analysis. The book is mainly intended for applied probabilists and statisticians interested in semi-Markov chains theory, reliability and DNA analysis, and for theoretical oriented reliability and bioinformatics engineers.

Semi Markov Chains and Hidden Semi Markov Models toward Applications

Author : Vlad Stefan Barbu,Nikolaos Limnios
Publisher : Springer Science & Business Media
Genre : Mathematics
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Here is a work that adds much to the sum of our knowledge in a key area of science today. It is concerned with the estimation of discrete-time semi-Markov and hidden semi-Markov processes. A unique feature of the book is the use of discrete time, especially useful in some specific ...

Semi Markov Models and Applications

Author : Jacques Janssen,Nikolaos Limnios
Publisher : Springer Science & Business Media
Genre : Mathematics
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This book presents a selection of papers presented to the Second Inter national Symposium on Semi-Markov Models: Theory and Applications held in Compiegne (France) in December 1998. This international meeting had the same aim as the first one held in Brussels in 1984 : to make, fourteen years later, the state of the ...

Hidden Semi Markov Models

Author : Shun-Zheng Yu
Publisher : Morgan Kaufmann
Genre : Uncategorized
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Hidden semi-Markov models (HSMMs) are among the most important models in the area of artificial intelligence / machine learning. Since the first HSMM was introduced in 1980 for machine recognition of speech, three other HSMMs have been proposed, with various definitions of duration and observation distributions. Those models have different expressions, algorithms, ...

Semi Markov Processes Applications in System Reliability and Maintenance

Author : Franciszek Grabski
Publisher : Elsevier
Genre : Technology & Engineering
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Semi-Markov Processes: Applications in System Reliability and Maintenance is a modern view of discrete state space and continuous time semi-Markov processes and their applications in reliability and maintenance. The book explains how to construct semi-Markov models and discusses the different reliability parameters and characteristics that can be obtained from those ...

Semi Markov Models

Author : Jacques Janssen
Publisher : Springer Science & Business Media
Genre : Mathematics
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This book is the result of the International Symposium on Semi Markov Processes and their Applications held on June 4-7, 1984 at the Universite Libre de Bruxelles with the help of the FNRS (Fonds National de la Recherche Scientifique, Belgium), the Ministere de l'Education Nationale (Belgium) and the Bernoulli Society for ...

Hidden Markov Models for Time Series

Author : Walter Zucchini,Iain L. MacDonald,Roland Langrock
Publisher : CRC Press
Genre : Mathematics
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Hidden Markov Models for Time Series: An Introduction Using R, Second Edition illustrates the great flexibility of hidden Markov models (HMMs) as general-purpose models for time series data. The book provides a broad understanding of the models and their uses. After presenting the basic model formulation, the book covers estimation, ...

Semi Markov Models

Author : Yuriy E Obzherin,Elena G Boyko
Publisher : Academic Press
Genre : Mathematics
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Featuring previously unpublished results, Semi-Markov Models: Control of Restorable Systems with Latent Failures describes valuable methodology which can be used by readers to build mathematical models of a wide class of systems for various applications. In particular, this information can be applied to build models of reliability, queuing systems, and ...

Statistical Topics and Stochastic Models for Dependent Data with Applications

Author : Vlad Stefan Barbu,Nicolas Vergne
Publisher : John Wiley & Sons
Genre : Mathematics
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This book is a collective volume authored by leading scientists in the field of stochastic modelling, associated statistical topics and corresponding applications. The main classes of stochastic processes for dependent data investigated throughout this book are Markov, semi-Markov, autoregressive and piecewise deterministic Markov models. The material is divided into three ...

Markov Processes for Stochastic Modeling

Author : Oliver Ibe
Publisher : Newnes
Genre : Mathematics
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Markov processes are processes that have limited memory. In particular, their dependence on the past is only through the previous state. They are used to model the behavior of many systems including communications systems, transportation networks, image segmentation and analysis, biological systems and DNA sequence analysis, random atomic motion and ...

Introduction to Hidden Semi Markov Models

Author : John Van der Hoek,Robert J. Elliott
Publisher : Cambridge University Press
Genre : Hidden Markov models
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Develops the theory of Markov and semi-Markov processes in an elementary setting suitable for senior undergraduate and graduate students....

Semi Markov Processes and Reliability

Author : N. Limnios,G. Oprisan
Publisher : Springer Science & Business Media
Genre : Technology & Engineering
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At first there was the Markov property. The theory of stochastic processes, which can be considered as an exten sion of probability theory, allows the modeling of the evolution of systems through the time. It cannot be properly understood just as pure mathemat ics, separated from the body of experience ...

Handbook Of Software Aging And Rejuvenation Fundamentals Methods Applications And Future Directions

Author : Tadashi Dohi,Kishor S Trivedi,Alberto Avritzer
Publisher : World Scientific
Genre : Computers
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The Handbook of Software Aging and Rejuvenation provides a comprehensive overview of the subject, making it indispensable to graduate students as well as professionals in the field. It begins by introducing fundamental concepts, definitions, and the history of software aging and rejuvenation research, followed by methods, tools, and strategies that ...

Dynamic Probabilistic Systems

Author : Ronald A. Howard
Publisher : Courier Corporation
Genre : Mathematics
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An integrated work in two volumes, this text teaches readers to formulate, analyze, and evaluate Markov models. The first volume treats basic process; the second, semi-Markov and decision processes. 1971 edition....

Applied Reliability Engineering and Risk Analysis

Author : Ilia B. Frenkel,Alex Karagrigoriou,Anatoly Lisnianski,Andre V. Kleyner
Publisher : John Wiley & Sons
Genre : Technology & Engineering
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This complete resource on the theory and applications of reliability engineering, probabilistic models and risk analysis consolidates all the latest research, presenting the most up-to-date developments in this field. With comprehensive coverage of the theoretical and practical issues of both classic and modern topics, it also provides a unique commemoration ...

Dynamic Probabilistic Systems

Author : Ronald A. Howard
Publisher : Courier Corporation
Genre : Mathematics
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An integrated work in two volumes, this text teaches readers to formulate, analyze, and evaluate Markov models. The first volume treats the basic process; the second, semi-Markov and decision processes. 1971 edition....