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| 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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