The Resource Computational systems bioinformatics : methods and biomedical applications, Xiaobo Zhou, Stephen T.C. Wong

Computational systems bioinformatics : methods and biomedical applications, Xiaobo Zhou, Stephen T.C. Wong

Label
Computational systems bioinformatics : methods and biomedical applications
Title
Computational systems bioinformatics
Title remainder
methods and biomedical applications
Statement of responsibility
Xiaobo Zhou, Stephen T.C. Wong
Creator
Contributor
Subject
Language
eng
Cataloging source
DNLM/DLC
http://library.link/vocab/creatorName
Zhou, Xiaobo
Illustrations
illustrations
Index
index present
LC call number
QH324.2
LC item number
.Z47 2008
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Wong, Stephen T. C
http://library.link/vocab/subjectName
  • Computational biology
  • DNA microarrays
  • Bioinformatics
  • Computational Biology
  • Microarray Analysis
  • Oligonucleotide Array Sequence Analysis
  • Statistics as Topic
Label
Computational systems bioinformatics : methods and biomedical applications, Xiaobo Zhou, Stephen T.C. Wong
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Contents
  • Mathematical, statistical, and data mining principles -- Missing value estimation using KNN and Bayesian methods -- Normalization, scaling, and discretization -- Cross-platform comparison -- Discovering differential biomarkers -- Gene selection and classification -- Gene clustering -- Gene prediction
  • Reverse engineering : gene regulatory network construction and its behavior -- Motif detection and transcription factor binding site (TFBS) identification -- Integrated microarray and gene sequence analysis -- Protein structure informatics -- Biomarker discovery from proteomics -- Bio-imaging informatics -- Conclusions
Dimensions
24 cm.
Extent
x, 387 p.
Isbn
9789812707048
Isbn Type
(hardcover)
Lccn
20070371 28
Other physical details
ill. (some col.)
System control number
  • (OCoLC)171258229
  • (OCoLC)171258229
Label
Computational systems bioinformatics : methods and biomedical applications, Xiaobo Zhou, Stephen T.C. Wong
Publication
Bibliography note
Includes bibliographical references and index
Contents
  • Mathematical, statistical, and data mining principles -- Missing value estimation using KNN and Bayesian methods -- Normalization, scaling, and discretization -- Cross-platform comparison -- Discovering differential biomarkers -- Gene selection and classification -- Gene clustering -- Gene prediction
  • Reverse engineering : gene regulatory network construction and its behavior -- Motif detection and transcription factor binding site (TFBS) identification -- Integrated microarray and gene sequence analysis -- Protein structure informatics -- Biomarker discovery from proteomics -- Bio-imaging informatics -- Conclusions
Dimensions
24 cm.
Extent
x, 387 p.
Isbn
9789812707048
Isbn Type
(hardcover)
Lccn
20070371 28
Other physical details
ill. (some col.)
System control number
  • (OCoLC)171258229
  • (OCoLC)171258229

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