Overview and aims. This book is intended as a self-contained guide to the entire ?eld of bioinformatics, interpreted as the application of information science to - ology. There is strong underlying belief that information is a profound concept underlying biology, and familiarity with the concepts of information should make it possible to gain many important new insights into biology. In other words, the vision underpinning this book goes beyond the narrow interpretation of bioinf- matics sometimes encountered, which may con?ne itself to speci?c tasks such as the attempted identi?cation of genes in a DNA sequence. Organization and features. The chapters are grouped into three parts, cov- ing the relevant fundamentals of information science, overviewing all of biology, and surveying applications. Thus Part I (fundamentals) carefully explains what - formation is, and discusses attributes such as value and quality, and its multiple signi?cations of accuracy, meaning, and effect. The transmission of information through channels is described. Brief summaries of the necessary elements of set theory, combinatorics, probability, likelihood, clustering, and pattern recognition are given.
Conceptssuch as randomness,complexity,systems and networks,needed fortheunderstandingofbiologicalorganization,arealso discussed. PartII(biology) covers both organismal (ontogeny and phylogeny,as well as genome structure) and molecular aspects. Part III (applications) is devoted to the most important prac- cal applications of bioinformatics, notably gene identi?cation, transcriptomics, p- teomics, interactomics (dealing with networks of interactions), and metabolomics.
Reviews / Votes
From the reviews of the second edition:
"This book is a self-contained guide to bioinformatics that targets undergraduates interested in this field. Bioinformatics is an interdisciplinary field that involves computer science, engineering, biology, and medicine. This book covers the basics of these areas, so readers will acquaint themselves with the fundamental building blocks of bioinformatics. . In short, this book is a wonderful text for entry-level students." (Hsun-Hsien Chang, ACM Computing Reviews, June, 2009)
"In the textbook under review, the author interprets the scientific field of bioinformatics in a broad manner . . The range of topics covered by the book is impressive and these topics are structured very well by the author, giving the reader a good overview of the field and showing how the different concepts are related. . The target audience of advanced undergraduate and graduate students will find this book useful . to 'find out what is out there' in the field of bioinformatics." (Till Tantau, Mathematical Reviews, Issue 2012 b)
Series
Edition
Language
Place of publication
Target group
Professional and scholarly
Research
Edition type
Product notice
Paperback (trade)
Unsewn / adhesive bound
Illustrations
29 s/w Abbildungen
XVI, 272 p. 29 illus.
Dimensions
Height: 236 mm
Width: 154 mm
Thickness: 20 mm
Weight
ISBN-13
978-1-84996-764-8 (9781849967648)
DOI
10.1007/978-1-84800-257-9
Schweitzer Classification
The Nature of Information.- The Transmission of Information.- Sets and Combinatorics.- Probability and likelihood.- Randomness and complexity.- Systems, Networks, and Circuits.- Algorithms.- Biology.- to Part II.- The Nature of Living Things.- The Molecules of Life.- Applications.- to Part III.- Genomics.- Proteomics.- Interactomics: Interactions and Regulatory Networks.- Metabolomics and Metabonomics.- Medical Applications.- The Organization of Knowledge.
