Introduction to Computational Molecular Biology

Introduction to Computational Molecular Biology
Author: João Carlos Setubal
Publisher: Pws Publishing Company
Total Pages: 296
Release: 1997
Genre: Computers
ISBN: 9780534952624

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Basic concepts of molecular biology. Strings, graphs, and algorithms. Sequence comparasion and database search. Fragment assembly of DNA. Physical mapping of DNA. Phylogenetic trees. Genome rearrangements. Molecular structure prediction. epilogue: computing with DNA. Answers to selected exercises. References. index.

Introduction to Computational Biology

Introduction to Computational Biology
Author: Michael S. Waterman
Publisher: CRC Press
Total Pages: 248
Release: 2018-05-02
Genre: Mathematics
ISBN: 1351437089

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Biology is in the midst of a era yielding many significant discoveries and promising many more. Unique to this era is the exponential growth in the size of information-packed databases. Inspired by a pressing need to analyze that data, Introduction to Computational Biology explores a new area of expertise that emerged from this fertile field- the combination of biological and information sciences. This introduction describes the mathematical structure of biological data, especially from sequences and chromosomes. After a brief survey of molecular biology, it studies restriction maps of DNA, rough landmark maps of the underlying sequences, and clones and clone maps. It examines problems associated with reading DNA sequences and comparing sequences to finding common patterns. The author then considers that statistics of pattern counts in sequences, RNA secondary structure, and the inference of evolutionary history of related sequences. Introduction to Computational Biology exposes the reader to the fascinating structure of biological data and explains how to treat related combinatorial and statistical problems. Written to describe mathematical formulation and development, this book helps set the stage for even more, truly interdisciplinary work in biology.

Handbook of Computational Molecular Biology

Handbook of Computational Molecular Biology
Author: Srinivas Aluru
Publisher: CRC Press
Total Pages: 1108
Release: 2005-12-21
Genre: Computers
ISBN: 1420036270

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The enormous complexity of biological systems at the molecular level must be answered with powerful computational methods. Computational biology is a young field, but has seen rapid growth and advancement over the past few decades. Surveying the progress made in this multidisciplinary field, the Handbook of Computational Molecular Biology of

Introduction to Computational Biology

Introduction to Computational Biology
Author: Bernhard Haubold
Publisher: Springer Science & Business Media
Total Pages: 329
Release: 2006-08-09
Genre: Science
ISBN: 3764373873

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Written with the advanced undergraduate in mind, this book introduces into the field of Bioinformatics. The authors explain the computational and conceptional background to the analysis of large-scale sequence data. Many of the corresponding analysis methods are rooted in evolutionary thinking, which serves as a common thread throughout the book. The focus is on methods of comparative genomics and subjects covered include: alignments, gene finding, phylogeny, and the analysis of single nucleotide polymorphisms (SNPs). The volume contains exercises, questions & answers to selected problems.

Kernel Methods in Computational Biology

Kernel Methods in Computational Biology
Author: Bernhard Schölkopf
Publisher: MIT Press
Total Pages: 428
Release: 2004
Genre: Computers
ISBN: 9780262195096

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A detailed overview of current research in kernel methods and their application to computational biology.

An Introduction to Bioinformatics Algorithms

An Introduction to Bioinformatics Algorithms
Author: Neil C. Jones
Publisher: MIT Press
Total Pages: 460
Release: 2004-08-06
Genre: Computers
ISBN: 9780262101066

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An introductory text that emphasizes the underlying algorithmic ideas that are driving advances in bioinformatics. This introductory text offers a clear exposition of the algorithmic principles driving advances in bioinformatics. Accessible to students in both biology and computer science, it strikes a unique balance between rigorous mathematics and practical techniques, emphasizing the ideas underlying algorithms rather than offering a collection of apparently unrelated problems. The book introduces biological and algorithmic ideas together, linking issues in computer science to biology and thus capturing the interest of students in both subjects. It demonstrates that relatively few design techniques can be used to solve a large number of practical problems in biology, and presents this material intuitively. An Introduction to Bioinformatics Algorithms is one of the first books on bioinformatics that can be used by students at an undergraduate level. It includes a dual table of contents, organized by algorithmic idea and biological idea; discussions of biologically relevant problems, including a detailed problem formulation and one or more solutions for each; and brief biographical sketches of leading figures in the field. These interesting vignettes offer students a glimpse of the inspirations and motivations for real work in bioinformatics, making the concepts presented in the text more concrete and the techniques more approachable.PowerPoint presentations, practical bioinformatics problems, sample code, diagrams, demonstrations, and other materials can be found at the Author's website.

An Introduction to Computational Systems Biology

An Introduction to Computational Systems Biology
Author: Karthik Raman
Publisher: CRC Press
Total Pages: 359
Release: 2021-05-30
Genre: Computers
ISBN: 0429944527

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Emphasises a hands-on approach to modelling Strong emphasis on coding and software tools for systems biology Covers the entire spectrum of modelling, from static networks, to dynamic models Thoughtful exercises to test and enable student understanding of concepts Current chapters on exciting new developments like whole-cell modelling and community modelling

Computational Molecular Evolution

Computational Molecular Evolution
Author: Ziheng Yang
Publisher: Oxford University Press, USA
Total Pages: 374
Release: 2006-10-05
Genre: Medical
ISBN: 0198566999

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This book describes the models, methods and algorithms that are most useful for analysing the ever-increasing supply of molecular sequence data, with a view to furthering our understanding of the evolution of genes and genomes.

Computational Molecular Biology

Computational Molecular Biology
Author: Peter Clote
Publisher: John Wiley & Sons
Total Pages: 312
Release: 2000-10-03
Genre: Computers
ISBN:

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Molecular biology. Math primer. Sequence alignment. All about eve. Hidden markov models. Structure prediction. A mathematical background. Resources.