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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Allg. & Lexika Fundamentals of Bioinformatics and Computational Biology
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Fundamentals of Bioinformatics and Computational Biology
Gautam B. Singh (Broschiert, Englisch)
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Beschreibung
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. 213,99 €
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Technische Daten
Erscheinungsdatum
10.09.2016
Sprache
Englisch
EAN
9783319383132
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Modeling and Optimization in Science and Technologies
Sonderedition
Nein
Autor
Gautam B. Singh
Seitenanzahl
339
Einbandart
Broschiert
Buch Untertitel
Methods and Exercises in MATLAB
Schlagwörter
Alignment functions in MATLAB, Bioinformatics with Perl, Biolinguistic methods, Biological databases, DNA patterns, Hidden Markov Models, Information retrieval, MATLAB for microarrays, Phylogenetic Analysis in MATLAB, Phylogenetic Trees
Thema-Inhalt
UYQ - Künstliche Intelligenz
PSAX - DV-gestützte Biologie/Bioinformatik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Palgrave Macmillan, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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