Open access peer-reviewed Edited volume

Hidden Markov Models

Theory and Applications

Hidden Markov Models (HMMs), although known for decades, have made a big career nowadays and are still in state of development. This book presents theoretical issues and a variety of HMMs applications in speech recognition and synthesis, medicine, neurosciences, computational biology, bioinformatics, seismology, environment protection and engineering. I hope that the reader will find this book useful and helpful for their own research.

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Hidden Markov ModelsTheory and ApplicationsEdited by Przemyslaw Dymarski

Published: April 19th 2011

DOI: 10.5772/601

ISBN: 978-953-307-208-1

chaptersDownloads

Open access peer-reviewed

1. History and Theoretical Basics of Hidden Markov Models

By Guy Leonard Kouemou

3823

Open access peer-reviewed

2. Hidden Markov Models in Dynamic System Modelling and Diagnosis

By Tarik Al-ani

2427

Open access peer-reviewed

3. Theory of Segmentation

By Jüri Lember, Kristi Kuljus and Alexey Koloydenko

1450

Open access peer-reviewed

4. Classification of Hidden Markov Models: Obtaining Bounds on the Probability of Error and Dealing with Possibly Corrupted Observations

By Eleftheria Athanasopoulou and Christoforos N. Hadjicostis

1308

Open access peer-reviewed

5. Hierarchical Command Recognition Based on Large Margin Hidden Markov Models

By Przemyslaw Dymarski

1119

Open access peer-reviewed

6. Modeling of Speech Parameter Sequence Considering Global Variance for HMM-Based Speech Synthesis

By Tomoki Toda

1432

Open access peer-reviewed

7. Using Hidden Markov Models for ECG Characterisation

By Krimi Samar, Ouni Kaïs and Ellouze Noureddine

2825

Open access peer-reviewed

8. Hidden Markov Models in the Neurosciences

By Blaettler Florian, Kollmorgen Sepp, Herbst Joshua and Hahnloser Richard

2477

Open access peer-reviewed

9. Volcano-Seismic Signal Detection and Classification Processing Using Hidden Markov Models - Application to San Cristóbal and Telica Volcanoes, Nicaragua

By Gutiérrez, Ligdamis, Ramírez, Javier, Ibañez, Jesús and Benítez, Carmen

2291

Open access peer-reviewed

10. A Non-Homogeneous Hidden Markov Model for the Analysis of Multi-Pollutant Exceedances Data

By Francesco Lagona, Antonello Maruotti and Marco Picone

2201

Open access peer-reviewed

11. Continuous Hidden Markov Models for Depth Map-Based Human Activity Recognition

By Zia Uddin and Tae-Seong Kim

2174

Open access peer-reviewed

12. Applications of Hidden Markov Models in Microarray Gene Expression Data

By Huimin Geng, Xutao Deng and Hesham H Ali

1708

Open access peer-reviewed

13. Application of HMM to the Study of Three-Dimensional Protein Structure

By Christelle Reynès, Leslie Regad, Stéphanie Pérot, Grégory Nuel and Anne-Claude Camproux

1246

Open access peer-reviewed

14. Control Theoretic Approach to Platform Optimization using HMM

By Rahul Khanna, Huaping Liu and Mariette Awad

1064

Edited volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI
  • IET Inspec

Usage overview

27545total chapter downloads

50Web of Science citations

15Crossref citations

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