ENGLISH

Computational text analysis for functional genomics and bioinformatics

By Soumya Raychaudhuri

Book information

Publisher
Oxford University Press
Year
2006
ISBN
9780198567417, 0198567413, 0198567405, 9780198567400, 9781429470407
Open Library ID
OL7401113M
Language
english
Format
PDF
Filesize
2 MB (2293942 bytes)
Edition
1
Pages
313\313
Library
Kolxo3
Time added
2009-07-20 03:45:11

Description

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.

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