| 书目名称 | Modeling and Analysis of Bio-molecular Networks | | 编辑 | Jinhu Lü,Pei Wang | | 视频video | | | 概述 | Describes how to reconstruct bio-molecular networks.Presents modeling and analysis approaches for bio-molecular networks ranging from network motifs to large-scale networks.Discusses various sophistic | | 图书封面 |  | | 描述 | .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 of bio-molecular networks? How can we statistically analyse large-scale bio-molecular networks?..Focusing on the modeling and analysis of bio-molecular networks, the book presents various sophisticated mathematical and statistical approaches. The life system can be described using various levels of bio-molecular networks, including gene regulatory networks, and protein-protein interaction networks. It first provides an overview of approaches to reconstruct various bio-molecular networks, and then discusses the modeling and dynamical analysis of simple genetic circuits, coupled genetic circuits, middle-sized and large-scale biological networks, clarifying the relationships betweenthe structures, dynamics and functions of the networks covered. In the context of large-scale bio-molecular networks, it introduces a number of statistical methods for exploring important bioinformatics applica | | 出版日期 | Book 2020 | | 关键词 | Systems Biology; Complex Networks; Bioinformatics; Biostatistics; Biomolecular Network; Biological Networ | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-15-9144-0 | | isbn_softcover | 978-981-15-9146-4 | | isbn_ebook | 978-981-15-9144-0 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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发表于 2025-3-21 19:54:01
