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Computational Systems Biology

Inference and Modelling

Gebonden Engels 2016 9780081000953
€ 190,60
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Samenvatting

Computational Systems Biology: Inference and Modelling provides an introduction to, and overview of, network analysis inference approaches which form the backbone of the model of the complex behavior of biological systems.

This book addresses the challenge to integrate highly diverse quantitative approaches into a unified framework by highlighting the relationships existing among network analysis, inference, and modeling.

The chapters are light in jargon and technical detail so as to make them accessible to the non-specialist reader. The book is addressed at the heterogeneous public of modelers, biologists, and computer scientists.

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Inhoudsopgave

Chapter 1: Overview of Biological Network Inference and Modeling of Dynamics

Chapter 2: Network Inference From Steady-State Data

Chapter 3: Network Inference From Time-Course Data

Chapter 4: Network-Based Conceptualization of Observational Data

Chapter 5: Deterministic Differential Equations

Chapter 6: Stochastic Differential Equations

Chapter 7: From Network Inference to the Study of Human Diseases

Chapter 8: Conclusions

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          Computational Systems Biology