Product Information
DNA Microarrays revolutionized the field of genomics, enabling biologists to study thousands of genes simultaneously. In this monograph we address two major problems in this area. First, how to restore the missing data on the DNA Microarrays, which was corrupted due to various factors. Second, how to condense the enormous information obtained. We introduce several tools from linear and multilinear algebra, and other areas as well, to study systematically these problems. We give explicit algorithms and their analysis to solve these problems. We also survey and compare our methods to other existing methods. Although our examples are from bionformatics, we are confident that the methods of this monograph apply as well to other branches of science, engineering and finance. The monograph is appropriate for readers from bioinformatics, computational biology, or engineers, who are interested in deep theoretical framework motivated by applications.Product Identifiers
PublisherVdm Verlag
ISBN-139783639179941
eBay Product ID (ePID)3049035445
Product Key Features
Number of Pages76 Pages
LanguageEnglish
Publication NameApplications of Linear Algebra to D N A Microarrays
Publication Year2009
SubjectBiology
TypeTextbook
AuthorAmir Niknejad
FormatPaperback
Dimensions
Item Height229 mm
Item Weight122 g
Additional Product Features
Country/Region of ManufactureGermany
Title_AuthorAmir Niknejad