Author: Xuhua Xia
Edition: 2007
Publisher: Springer
Binding: Hardcover
ISBN: 0387713360
Bioinformatics and the Cell: Modern Computational Approaches in Genomics, Proteomics and Transcriptomics
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. Medical books Bioinformatics and the Cell. Medical books Bioinformatics and the Cell: M. Bioinformatics and the Cell is the first book with comprehensive numerical illustration of mathematical techniques and computational algorithms used in bioinformatics to convert the rapidly increasing molecular data into organized biological knowledge, with a focus on interactions among DNA, RNA and proteins in the cell. A sample of the illustrated algorithms includes: String matching algorithms with associated statistics Sequence alignment with the affine function and profile alignment for multiple sequence alignment Contig assembly algorithms Perceptrons Hidden Markov models Gibbs sampler Self-organizing map Algorithms in molecular phylogenetics EM algorithm for maximum likelihood calculation Monte Carlo integration and Markov chain Monte Carlo algorithms for Bayesian inference Mass deconvolution and computational methods for peptide mass fingerprinting By rendering both mathematics and biology to numbers, this book should appeal not only to biologists, but also to mathematicians, biostatisticians, and computational scientists, especially those younger ones with an ambition to conquer the rough terrain of bioinformatics. *Author: Xia, Xuhua/ Xia, Xuha *Binding Type: Hardcover *Number of Pages: 368 *Publication Date: 2007/05/08 *Language: English *Dimensions: 9.21 x 6.14 x 0.81 inches
Download link for Bioinformatics and the cell. Modern computational approaches in genomics, proteomics
Bioinformatics and the Cell is the first book with comprehensive numerical illustration of mathematical techniques and computational algorithms used in bioinformatics to convert the rapidly increasing molecular data into organized biological knowledge, with a focus on interactions among DNA, RNA and proteins in the cell. A sample of the illustrated algorithms includes: String matching algorithms with associated statistics Sequence alignment with the affine function and profile alignment for multiple sequence alignment Contig assembly algorithms Perceptrons Hidden Markov models Gibbs sampler Se
Categories: Bioinformatics. Contributors: Xuhua Xia - Author. Format: Hardcover
Categories: Bioinformatics. Contributors: Xuhua Xia - Author. Format: Hardcover
Categories: Bioinformatics. Contributors: Xuhua Xia - Author. Format: Paperback
Medical Book Bioinformatics and the Cell
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.
