Hidden Markov Models

Methods and Protocols

  • David R. Westhead
  • M. S. Vijayabaskar

Part of the Methods in Molecular Biology book series (MIMB, volume 1552)

Table of contents

  1. Front Matter
    Pages i-x
  2. Christos Lampros, Costas Papaloukas, Themis Exarchos, Dimitrios I. Fotiadis
    Pages 13-27
  3. Saurabh Shukla, Zahra Shamsi, Alexander S. Moffett, Balaji Selvam, Diwakar Shukla
    Pages 29-41
  4. Georgios N. Tsaousis, Stavros J. Hamodrakas, Pantelis G. Bagos
    Pages 43-61
  5. Georgios N. Tsaousis, Margarita C. Theodoropoulou, Stavros J. Hamodrakas, Pantelis G. Bagos
    Pages 63-82
  6. Veronica Vinciotti
    Pages 115-122
  7. Hyungwon Choi, Debashis Ghosh, Zhaohui Qin
    Pages 135-148
  8. Julien Y. Dutheil
    Pages 149-164
  9. Tao Wang, Jonghyun Yun, Yang Xie, Guanghua Xiao
    Pages 177-184
  10. Toshiya Arakawa, Akira Tanave, Aki Takahashi, Satoshi Kakihara, Tsuyoshi Koide, Takashi Tsuchiya
    Pages 185-197
  11. Back Matter
    Pages 215-221

About this book

Introduction

This volume aims to provide a new perspective on the broader usage of Hidden Markov Models (HMMs) in biology. Hidden Markov Models: Methods and Protocols guides readers through chapters on biological systems; ranging from single biomolecule, cellular level, and to organism level and the use of HMMs in unravelling the complex mechanisms that govern these complex systems.  Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls.

 

Authoritative and practical, Hidden Markov Models: Methods and Protocols aims to demonstrate the impact of HMM in biology and inspire new research.

Keywords

protein DNA/RNA biomolecules biological system single biomolecule cellular level organism level HMM

Editors and affiliations

  • David R. Westhead
    • 1
  • M. S. Vijayabaskar
    • 2
  1. 1.University of Leeds School of Molecular and Cellular BiologyLeedsUnited Kingdom
  2. 2.University of Leeds School of Cellular and Molecular BiologyLeedsUnited Kingdom

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4939-6753-7
  • Copyright Information Springer Science+Business Media LLC 2017
  • Publisher Name Humana Press, New York, NY
  • eBook Packages Springer Protocols
  • Print ISBN 978-1-4939-6751-3
  • Online ISBN 978-1-4939-6753-7
  • Series Print ISSN 1064-3745
  • Series Online ISSN 1940-6029
  • About this book
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