Biological Sequence Analysis

This book gives a unified, up-to-date and self-contained account, with a Bayesian slant, of such methods, and more generally to probabilistic methods of sequence analysis.

Biological Sequence Analysis

Probabilistic models are becoming increasingly important in analysing the huge amount of data being produced by large-scale DNA-sequencing efforts such as the Human Genome Project. For example, hidden Markov models are used for analysing biological sequences, linguistic-grammar-based probabilistic models for identifying RNA secondary structure, and probabilistic evolutionary models for inferring phylogenies of sequences from different organisms. This book gives a unified, up-to-date and self-contained account, with a Bayesian slant, of such methods, and more generally to probabilistic methods of sequence analysis. Written by an interdisciplinary team of authors, it aims to be accessible to molecular biologists, computer scientists, and mathematicians with no formal knowledge of the other fields, and at the same time present the state-of-the-art in this new and highly important field.

More Books:

Biological Sequence Analysis
Language: en
Pages:
Authors: Richard Durbin, Sean R. Eddy, Anders Krogh, Graeme Mitchison
Categories: Science
Type: BOOK - Published: 1998-04-23 - Publisher: Cambridge University Press

Probabilistic models are becoming increasingly important in analysing the huge amount of data being produced by large-scale DNA-sequencing efforts such as the Human Genome Project. For example, hidden Markov models are used for analysing biological sequences, linguistic-grammar-based probabilistic models for identifying RNA secondary structure, and probabilistic evolutionary models for inferring
Problems and Solutions in Biological Sequence Analysis
Language: en
Pages:
Authors: Mark Borodovsky, Svetlana Ekisheva
Categories: Science
Type: BOOK - Published: 2006-09-04 - Publisher: Cambridge University Press

This book is the first of its kind to provide a large collection of bioinformatics problems with accompanying solutions. Notably, the problem set includes all of the problems offered in Biological Sequence Analysis (BSA), by Durbin et al., widely adopted as a required text for bioinformatics courses at leading universities
Biological Sequence Analysis
Language: en
Pages: 356
Authors: R. Durbin
Categories: Science
Type: BOOK - Published: 1998 - Publisher:

Books about Biological Sequence Analysis
High Performance Computational Methods for Biological Sequence Analysis
Language: en
Pages: 212
Authors: Tieng K. Yap, Ophir Frieder, Robert L. Martino
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

High Performance Computational Methods for Biological Sequence Analysis presents biological sequence analysis using an interdisciplinary approach that integrates biological, mathematical and computational concepts. These concepts are presented so that computer scientists and biomedical scientists can obtain the necessary background for developing better algorithms and applying parallel computational methods. This book
Biological Sequence Analysis Using the SeqAn C++ Library
Language: en
Pages: 329
Authors: Andreas Gogol-Döring, Knut Reinert
Categories: Science
Type: BOOK - Published: 2009-11-11 - Publisher: CRC Press

An Easy-to-Use Research Tool for Algorithm Testing and Development Before the SeqAn project, there was clearly a lack of available implementations in sequence analysis, even for standard tasks. Implementations of needed algorithmic components were either unavailable or hard to access in third-party monolithic software products. Addressing these concerns, the developers