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Computational Text Analysis

Name: Computational Text Analysis
Brand: Oxford University Press
SKU: 04527863
Price: 170.59 EUR
Availability: InStock
Author: Soumya Raychaudhuri
ISBN: 9780198567400

for functional genomics and bioinformatics

Soumya Raychaudhuri

Lingua

Inglese

Libro Rigido

Codice Libristo: 04527863

Casa editrice Oxford University Press, febbraio 2007

This book brings together the two disparate worlds of computational text analysis and biology and pr... Descrizione completa

Codice Libristo: 04527863

418 b

170.59 €

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This book brings together the two disparate worlds of computational text analysis and biology and presents some of the latest methods and applications to proteomics, sequence analysis and gene expression data. Modern genomics generates large and comprehensive data sets but their interpretation requires an understanding of a vast number of genes, their complex functions, and interactions. Keeping up with the literature on a single gene is a challenge itself-for thousands of genes it is simply impossible. Here, Soumya Raychaudhuri presents the techniques and algorithms needed to access and utilize the vast scientific text, i.e. methods that automatically "read" the literature on all the genes. Including background chapters on the necessary biology, statistics and genomics, in addition to practical examples of interpreting many different types of modern experiments, this book is ideal for students and researchers in computational biology, bioinformatics, genomics, statistics and computer science.