Fundamentals of Bioinformatics and Computational Biology: Methods and Exercises in MATLAB: 6 (Modeling and Optimization in Science and Technologies) - Image 1

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Springer Fundamentals of Bioinformatics and Computational Biology: Methods and Exercises in MATLAB: 6 (Modeling and Optimization in Science and Technologies)

Name: Fundamentals of Bioinformatics and Computational Biology: Methods and Exercises in MATLAB: 6 (Modeling and Optimization in Science and Technologies)
Brand: Springer

AI & Machine Learning

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Description

This book offers comprehensive coverage of all the core topics of bioinformatics, and includes practical examples completed using the MATLAB bioinformatics toolbox™. It is primarily intended as a textbook for engineering and computer science students attending advanced undergraduate and graduate courses in bioinformatics and computational biology. The book develops bioinformatics concepts from the ground up, starting with an introductory chapter on molecular biology and genetics. This chapter will enable physical science students to fully understand and appreciate the ultimate goals of applying the principles of information technology to challenges in biological data management, sequence analysis, and systems biology. The first part of the book also includes a survey of existing biological databases, tools that have become essential in today’s biotechnology research. The second part of the book covers methodologies for retrieving biological information, including fundamental algorithmsfor sequence comparison, scoring, and determining evolutionary distance. The main focus of the third part is on modeling biological sequences and patterns as Markov chains. It presents key principles for analyzing and searching for sequences of significant motifs and biomarkers. The last part of the book, dedicated to systems biology, covers phylogenetic analysis and evolutionary tree computations, as well as gene expression analysis with microarrays. In brief, the book offers the ideal hands-on reference guide to the field of bioinformatics and computational biology.

Product Specifications

Brand: Springer
Format: hardcover
ASIN: 3319114026
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 08 October 2014
Listed Since: 07 August 2014

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Springer Fundamentals of Bioinformatics and Computational Biology: Methods and Exercises in MATLAB: 6 (Modeling and Optimization in Science and Technologies)

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