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

By: Zhou, Xiaobo.
Contributor(s): Wong, Stephen T. C.
Material type: materialTypeLabelBookPublisher: New Jersey : World Scientific, c2008Description: x, 387 p. : ill. (some col.) ; 24 cm.ISBN: 9789812707048 (hardcover); 9812707042 (hardcover).Subject(s): Computational biology | DNA microarrays | Bioinformatics | Computational Biology -- methods | Microarray Analysis -- methods | Oligonucleotide Array Sequence Analysis -- methods | Statistics as Topic -- methodsDDC classification: 572.80285 Online resources: Table of contents only
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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Item type Current location Call number Copy number Status Date due Barcode Item holds
Books Books Central Library, KUET
On Display
572.80285 ZHO (Browse shelf) 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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