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Home > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Taxonomy & systematics > Hidden Markov Models
Hidden Markov Models

Hidden Markov Models


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International Edition


About the Book

1. Introduction to Hidden Markov Models and its Applications in Biology

M S Vijayabaskar

2. HMMs in Protein Fold Classification

Christos Lampros, Costas Papaloukas, Themis Exarchos, and Dimitrios I. Fotiadis

3. Application of Hidden Markov Models in Biomolecular Simulations

Saurabh Shukla, Zahra Shamsi, Alexander S. Moffett, Balaji Selvam, and Diwakar Shukla

4. Predicting Beta Barrel Transmembrane Proteins using HMMs

Georgios N. Tsaousis, Stavros J. Hamodrakas , and Pantelis G. Bagos

5. Predicting Alpha Helical Transmembrane Proteins using HMMs

Georgios N. Tsaousis, Margarita C. Theodoropoulou, Stavros J. Hamodrakas, and Pantelis G. Bagos

6. Self-Organizing Hidden Markov Model Map (SOHMMM): Biological Sequence Clustering and Cluster Visualization

Christos Ferles, William-Scott Beaufort, and Vanessa Ferle

7. Analyzing Single Molecule FRET Trajectories using HMM

Kenji Okamoto

8. Modelling ChIP-seq Data using HMMs

Veronica Vinciotti

9. Hidden Markov Models in Bioinformatics: SNV Inference from Next Generation Sequence

Jiawen Bian and Xiaobo Zhou

10. Computationally Tractable Multivariate HMM in Genome-wide Mapping Studies

Hyungwon Choi, Debashis Ghosh, and Zhaohui Qin

11. Hidden Markov Models in Population Genomics

Julien Y. Dutheil

12. Differential Gene Expression (DEX) and Alternative Splicing Events (ASE) for Temporal Dynamic Processes using HMMs and Hierarchical Bayesian Modeling Approaches

Sunghee Oh and Seongho Song

13. Finding RNA-Protein Interaction Sites using HMM

Tao Wang, Jonghyun Yun, Yang Xie, and Guanghua Xiao

14. Automated Estimation of Mouse Social Behaviours Based on a Hidden Markov Model

Toshiya Arakawa, Akira Tanave, Aki Takahashi, Satoshi Kakihara, Tsuyoshi Koide, and Takashi Tsuchiya

15. Modeling Movement Primitives with Hidden Markov Models for Robotic and Biomedical Applications

Michelle Karg and Dana Kulic

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Product Details
  • ISBN-13: 9781493967513
  • Publisher: Humana Press
  • Publisher Imprint: Humana Press
  • Edition: 1st ed. 2017
  • Language: English
  • Returnable: Y
  • Spine Width: 14 mm
  • Weight: 671 gr
  • ISBN-10: 1493967517
  • Publisher Date: 22 Feb 2017
  • Binding: Hardback
  • Height: 254 mm
  • No of Pages: 221
  • Series Title: Methods in Molecular Biology
  • Sub Title: Methods and Protocols
  • Width: 178 mm

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