Networks of Networks in Biology: Concepts, Tools and Applications

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- eBook:Networks of Networks in Biology: Concepts, Tools and Applications
- Author:Narsis A. Kiani, David Gomez-Cabrero, Ginestra Bianconi
- Edition:1 edition
- Categories:
- Data:April 30, 2021
- ISBN:1108428878
- ISBN-13:9781108428873
- Language:English
- Pages:400 pages
- Format:PDF
Content
1. An Introduction to Biological Networks
2. Graph Theory
Part II - Network Analysis
3. Structural Analysis of Biological Networks
4. Networks from an Information-Theoretic and Algorithmic Complexity Perspective
5. Integration and Feature Identification in Multi-layer Networks using a Heat Diffusion Approach
Part III - Multi-layer Networks
6. Multiplex Networks
7. Existing Tools for Analysis of Multi-layer Networks
8. Dynamics on Multi-layer Networks
Part IV - Applications
9. The Network of Networks Involved in Human Disease
10. Towards a Multi-layer Network Analysis of Disease: Challenges and Opportunities Through the Lens of Multiple Sclerosis
11. Microbiome: A Multi-layer Network View is Required
Part V - Conclusion
12. Concluding Remarks: Open Questions and Challenges
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