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

By: Contributor(s): Material type: TextTextPublication details: New Jersey : World Scientific, c2008.Description: x, 387 p. : ill. (some col.) ; 24 cmISBN:
  • 9789812707048 (hardcover)
  • 9812707042 (hardcover)
Subject(s): DDC classification:
  • 572.80285 22
Online resources:
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.
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Holdings
Item type Current library Call number Copy number Status Date due Barcode Item holds
Books Books Central Library, KUET On Display 572.80285 ZHO (Browse shelf(Opens below)) 01 Not For Loan 3010043210
Total holds: 0

Includes bibliographical references and index.

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.

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