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020 _a9781447167020
_z978-1-4471-6702-0
024 7 _a10.1007/978-1-4471-6702-0
_2doi
040 _aTR-AnTOB
_beng
_cTR-AnTOB
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_223
100 1 _aRamsden, Jeremy.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aBioinformatics :
_bAn Introduction /
_cby Jeremy Ramsden.
250 _a3rd ed. 2015.
264 1 _aLondon :
_bSpringer London :
_bImprint: Springer,
_c2015.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 0 _aComputational Biology,
_x1568-2684 ;
_v21
505 0 _aIntroduction -- Part I: Information -- The Nature of Information -- The Transmission of Information -- Sets and Combinatorics -- Probability and Likelihood -- Randomness and Complexity -- Systems, Networks and Circuits -- Algorithms -- Part II: Biology -- Introduction to Part II -- The Nature of Living Things -- The Molecules of Life -- Part III: Applications -- Introduction to Part III -- Genomics -- Proteomics -- The Glycome, Lipidome and Microbiome -- Interactomics -- The Nervous System -- Metabolomics and Metabonomics -- Phenomics -- Medical Applications -- Ecosystems Management -- The Organization of Knowledge.
520 _aThis comprehensive textbook/reference presents a self-contained guide to bioinformatics, defined in its broadest sense as the application of information science to biology. Thoroughly updated and considerably expanded, this third edition now includes material on the growing array of “-omics”; covering metagenomics, toxicogenomics, glycomics, lipidomics, microbiomics, and phenomics. New chapters have also been added on ecosystems management and the nervous system. Emphasis is placed on providing both a firm grounding in the core concepts, and a clear overview of the complete field of bioinformatics. Topics and features: Explains the fundamentals of information science relevant to biology, discussing set theory, combinatorics, probability, likelihood, clustering, pattern recognition, randomness, complexity, systems, and networks Covers both organismal (ontogeny and phylogeny, as well as genome structure) and molecular aspects Critically examines the most important practical applications of bioinformatics, providing detailed descriptions of both the experimental process and the analysis of the data Provides a varied selection of problems throughout the book, to stimulate further thinking Contains an extensive bibliography offering a guide to further reading and to the latest reported research Combining the successful formula of the previous editions with significantly enhanced new content, this textbook serves as a complete study companion for undergraduates and the beginning graduate student. With its invaluable insights into the state-of-the-art of bioinformatics, the book is also ideal for physical scientists seeking a succinct guide to biology, and for biological scientists wishing to better understand the physicochemical and mathematical aspects underpinning the applications.
650 0 _aBioinformatics.
650 0 _aCytology.
650 0 _aBiology
_xData processing.
650 0 _aSystems theory.
650 1 4 _aComputational Biology/Bioinformatics.
_0http://scigraph.springernature.com/things/product-market-codes/I23050
650 2 4 _aCell Biology.
_0http://scigraph.springernature.com/things/product-market-codes/L16008
650 2 4 _aBioinformatics.
_0http://scigraph.springernature.com/things/product-market-codes/L15001
650 2 4 _aComputer Appl. in Life Sciences.
_0http://scigraph.springernature.com/things/product-market-codes/L17004
650 2 4 _aBiological and Medical Physics, Biophysics.
_0http://scigraph.springernature.com/things/product-market-codes/P27008
650 2 4 _aSystems Theory, Control.
_0http://scigraph.springernature.com/things/product-market-codes/M13070
710 2 _aSpringerLink (Online service)
856 4 0 _3Springer eBooks
_zOnline access link to the resource
_uhttps://doi.org/10.1007/978-1-4471-6702-0
942 _2lcc
_cEBK
041 _aeng