Elements of computational systems biology
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| Other Authors / Creators: | Lodhi, Huma M. Muggleton, Stephen. |
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| Format: | Electronic eBook |
| Language: | English |
| Imprint: | Hoboken, N.J. : Wiley, c2010. |
| Series: | Wiley series on bioinformatics: computational techniques and engineering
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| Subjects: | |
| Online Access: | Available in ProQuest Ebook Central - Academic Complete. |
Table of Contents:
- Preface
- Contributors
- Part I. Overview
- 1. Advances in Computational Systems Biology
- Part II. Biological Network Modeling
- 2. Models in Systems Biology: The Parameter Problem and the Meanings of Robustness
- 3. In Silico Analysis of Combined Therapeutics Strategy for Hearth Failure
- 4. Rule-Based Modeling and Model Refinement
- 5. A (Natural) Computing Perspective on Cellular Processes
- 6. Simulating Filament Dynamics in Cellular Systems
- Part III. Biological Network Inference
- 7. Reconstruction of Biological Networks by Supervised Machine Learning Approaches
- 8. Supervised Inference of Metabolic Networks from the Integration of Genomic Data and Chemical Information
- 9. Integrating Abduction and Induction in Biological Inference Using CF-Induciton
- 10. Analysis and Control of Deterministic and Probabilistic Boolean Networks
- 11. Probabilistic Methods and Rate Heterogeneity
- Part IV. Genomics And Computational Systems Biology
- 12. From DNA Motifs to Gene Networks: A Review of Physical Interaction Models
- 13. The Impact of Whole Genome In Silico Screening for Nuclear Receptor-Binding Sites in Systems Biology
- 14. Environmental and Physiological Insights from Microbial Genome Sequences
- Part V. Software Tools For Systems Biology
- 15. Ali Baba: A Text Mining Tool for Systems Biology
- 16. Validation Issues in Regulatory Module Discovery
- 17. Computational Imaging and Modeling for Systems Biology
- Index
- Series Information