Computational systems bioinformatics : methods and biomedical applications / Xiaobo Zhou, Stephen T.C. Wong.
نوع المادة :![نص](/opac-tmpl/lib/famfamfam/BK.png)
- text
- unmediated
- volume
- 9789812707048
- 9812707042
- QH324.2 .Z47 2008
نوع المادة | المكتبة الحالية | رقم الطلب | رقم النسخة | حالة | تاريخ الإستحقاق | الباركود | |
---|---|---|---|---|---|---|---|
![]() |
UAE Federation Library | مكتبة اتحاد الإمارات General Collection | المجموعات العامة | QH324.2 .Z47 2008 (إستعراض الرف(يفتح أدناه)) | C.1 | Library Use Only | داخل المكتبة فقط | 30010011140323 |
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.
"This book begins by introducing the basic mathematical, statistical, and data mining principles of computational systems biology, and then presents bioinformatics technology in microarray and sequence analysis step-by-step. Offering an insightful look into the effectiveness of the systems approach in computational biology, it focuses on recurrent themes in bioinformatics, biomedical applications, and future directions for research."--Jacket.