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Bioinformatics and the Cell: Modern Computational Approaches in Genomics, Proteomics and Transcriptomics

Bioinformatics and the Cell: Modern Computational Approaches in Genomics, Proteomics and Transcriptomics

Autorzy
Wydawnictwo Springer, Berlin
Data wydania
Liczba stron 350
Forma publikacji książka w miękkiej oprawie
Język angielski
ISBN 9781441943910
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Opis książki

The many books that have been published on bioinformatics tend toward either of two extremes: those that feature computational details with a great deal of mathematics, for computational scientists and mathematicians; and those that treat bioinformatics as a giant black box, for biologists. This is the first book using comprehensive numerical illustration of mathematical techniques and computational algorithms used in bioinformatics that converts molecular data into organized biological knowledge.

Bioinformatics and the Cell: Modern Computational Approaches in Genomics, Proteomics and Transcriptomics

Spis treści

Blast and Fasta.- Sequence alignment.- Contig assembly.- DNA replication and viral evolution.- Gene and motif prediction.- Hidden Markov Models.- Gibbs Sampler.- Bioinformatics and vertebrate mitochondria.- Characterizing translation efficiency.- Protein isoelectric point.- Bioinformatics and Two-Dimensional Protein Separation.- Self-Organizing Map and other clustering Algorithms.- Molecular Phylogenetics.- Fundamentals of Proteomics.

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