Machine Learning in Bioinformatics

Name: Machine Learning in Bioinformatics
Brand: VDM Verlag
SKU: 9783639253726
Price: 329.56 RON
Availability: InStock

An Approach to Protein Sequence Analysis

Autor: Wajahat Qazi, Khalil Ahmed

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Editura: VDM Verlag

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Machine Learning in Bioinformatics: Analysis of protein sequence in Bioinformatics has emerged as a...

Informații despre carte

Autor

Wajahat Qazi, Khalil Ahmed

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2010

Pagini

132

EAN

9783639253726

ISBN

3639253728

Enbook ID

06832847

Editura

VDM Verlag

Greutate

206

Dimensiuni

228 x 154 x 8

Descriere completă

Machine Learning in Bioinformatics: Analysis of protein sequence in Bioinformatics has emerged as a key area for the application of machine learning methods. Such tasks often require the development of new algorithms and their applications. Protein sequence data is typically of very high dimensions and complex. The designing of machine learning algorithms requires a systematic approach to design and understand the underlying problem. This book provides a comprehensive coverage to explain the application of machine learning techniques in bioinformatics. It provides introductory chapters on machine learning and molecular biology for cross discipline audience. This book follows a practical approach by first defining a problem and hypothesis associated to protein translational modification. It provides an extensive review of the existing methods and describes the development and implementation of an algorithm called MAPRes. The application, evaluation and testing of the algorithm is also discussed in the detail. This book will be suitable for researchers and students engaged with machine learning and bioinformatics.

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Machine Learning in Bioinformatics

An Approach to Protein Sequence Analysis

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