Modeling and Analysis of Bio-molecular Networks
This book addresses a number of questions from the perspective of complex systems: How can we quantitatively understand the life phenomena? How can we model life systems as complex bio-molecular networks? Are there any methods to clarify the relationships among the structures, dynamics and functions...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Singapore
Springer Nature Singapore
2020, 2020
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| Edition: | 1st ed. 2020 |
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 1 Introduction and Preliminaries
- 2 Reconstruction of Bio-molecular Networks
- 3 Modeling and Analysis of Simple Genetic Circuits
- 4 Modeling and Analysis of Coupled Bio-molecular Circuits
- 5 Modeling and Analysis of Large-scale Networks
- 6 Evolutionary Mechanisms of Network Motifs in PPI Networks
- 7 Identifying Important Nodes in Bio-molecular Networks
- 8 Statistical Analysis of Functional Genes in Human PPI Networks
- 9 Data-driven Statistical Approaches for Omics Data Analysis