Computational Text Analysis For Functional Genomics And Bioinformatics

Klappentext 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 theirinterpretation 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 practicalexamples 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.

Product details

• Authors: Soumya Raychaudhuri, Soumya (Stanford University) Raychaudhuri, Raychaudhuri Soumya
• Publisher: Oxford University Press
• Languages: English
• Product format: Hardback
• Released: 30.03.2006
• EAN: 9780198567400
• ISBN: 978-0-19-856740-0
• No. of pages: 288
• Dimensions: 171 mm x 248 mm x 19 mm
• Subjects: Natural sciences, medicine, IT, technology > Biology > Biochemistry, biophysics; Biochemie, Data Mining, Science, MATHEMATICS / Probability & Statistics / General, SCIENCE / Life Sciences / Biochemistry, SCIENCE / Life Sciences / Molecular Biology, SCIENCE / Life Sciences / Genetics & Genomics, molecular biology, Probability & statistics, Probability and statistics, COMPUTERS / Data Science / Data Analytics