Computational systems bioinformatics : methods and biomedical applications / Xiaobo Zhou, Stephen T.C. Wong
Material type:
TextPublication details: New Jersey : World Scientific, c2008Description: x, 387 p. : ill. (some col.) ; 24 cmISBN: - 9789812707048 (hardcover)
- 9812707042 (hardcover)
| Item type | Current library | Call number | Copy number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|
Open Shelf
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UMPLIB GAMBANG | QH324.2 .Z47 2008 (Browse shelf(Opens below)) | 1 | Available | 0000044022 |
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