APPLICATIONS OF LINEAR ALGEBRA TO DNA MICROARRAYS的封面
书籍主题:

APPLICATIONS OF LINEAR ALGEBRA TO DNA MICROARRAYS

IMPUTATION ALGORITHMS

VDM Verlag Dr. Müller (2009-08-21 )

Books loader

Omni badge 有获得代金券的资格
ISBN-13:

978-3-639-17994-1

ISBN-10:
3639179943
EAN:
9783639179941
书籍语言:
英文
作品简介:
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.
出版社 :
VDM Verlag Dr. Müller
网址:
http://www.vdm-verlag.de
由(作者):
Amir Niknejad
页码 :
76
发表日期:
2009-08-21
现货:
备有现货
类别:
微生物学
价格:
92.43 $
关键词:
gene expression matrix, tensors, singular value decomposition, missing values, Imputation, low rank approximations of matrices and tensors, singular value decomposition, low rank approximations of matrices and tensors

Books loader

Adyen::diners Adyen::jcb Adyen::discover Adyen::mc Adyen::visa Adyen::cup Adyen::unionpay Adyen::paypal Paypal

LOGIN
  0产品在购物车内
编辑购物车
Loading frontend
LOADING