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Computational systems bioinformatics : methods and biomedical applications
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Computational systems bioinformatics : methods and biomedical applications

Author: Xiaobo Zhou; Stephen Wong
Publisher: New Jersey [u.a.] : World Scientific, 2008.
Edition/Format:   Book : EnglishView all editions and formats
Summary:

Computational systems biology (CSB) is a field of research concerned with understanding the structure and processes of biological systems at the molecular, cellular, tissue, and organ levels through  Read more...

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Details

Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Xiaobo Zhou; Stephen Wong
ISBN: 9789812707048 9812707042
OCLC Number: 315852372
Description: x, 387 S. : ill., graph. Darst.
Contents: Introduction; 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 Identification; Gene Interaction Based on Combined Microarray and Sequence Technology; Protein Structure Informatics; Biomarker Discovery from Proteomics; Bioimaging Informatics; Conclusions.
Responsibility: Xiaobo Zhou; Stephen T.C. Wong.

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