Big Mechanisms in Systems Biology
eBook - ePub

Big Mechanisms in Systems Biology

Big Data Mining, Network Modeling, and Genome-Wide Data Identification

  1. 878 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Big Mechanisms in Systems Biology

Big Data Mining, Network Modeling, and Genome-Wide Data Identification

About this book

Big Mechanisms in Systems Biology: Big Data Mining, Network Modeling, and Genome-Wide Data Identification explains big mechanisms of systems biology by system identification and big data mining methods using models of biological systems. Systems biology is currently undergoing revolutionary changes in response to the integration of powerful technologies. Faced with a large volume of available literature, complicated mechanisms, small prior knowledge, few classes on the topics, and causal and mechanistic language, this is an ideal resource. This book addresses system immunity, regulation, infection, aging, evolution, and carcinogenesis, which are complicated biological systems with inconsistent findings in existing resources. These inconsistencies may reflect the underlying biology time-varying systems and signal transduction events that are often context-dependent, which raises a significant problem for mechanistic modeling since it is not clear which genes/proteins to include in models or experimental measurements. The book is a valuable resource for bioinformaticians and members of several areas of the biomedical field who are interested in an in-depth understanding on how to process and apply great amounts of biological data to improve research. - Written in a didactic manner in order to explain how to investigate Big Mechanisms by big data mining and system identification - Provides more than 140 diagrams to illustrate Big Mechanism in systems biology - Presents worked examples in each chapter

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Yes, you can access Big Mechanisms in Systems Biology by Bor-Sen Chen,Cheng-Wei Li in PDF and/or ePUB format, as well as other popular books in Biological Sciences & Cell Biology. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover image
  2. Title page
  3. Table of Contents
  4. Copyright
  5. Chapter 1. Introduction to Big Mechanisms in Systems Biology
  6. Chapter 2. System Modeling and System Identification Methods for Big Mechanisms in Biological Systems
  7. Chapter 3. Procedure for Exploring Big Mechanisms of Systems Biology Through System Identification and Big Database Mining
  8. Chapter 4. Big Cellular Mechanisms in the Cell Cycle by System Identification and Big Data Mining
  9. Chapter 5. Big Regulatory Mechanisms in the Transcriptional Regulation Control of Gene Expression Using a Stochastic System Model and Genome-Wide Experimental Data
  10. Chapter 6. Big Mechanisms of Information Flow in Cellular Systems in Response to Environmental Stress Signals via System Identification and Data Mining
  11. Chapter 7. Big Offensive and Defensive Mechanisms in Systems Immunity From System Modeling and Big Data Mining
  12. Chapter 8. Big Regeneration Mechanisms via Systems Biology and Big Database Mining Methods
  13. Chapter 9. Big Tumorigenesis Mechanisms in Systems Cancer Biology via Big Database Mining and Network Modeling
  14. Chapter 10. Big Evolutionary Mechanisms of Network Robustness and Signaling Transductivity in Aging and Carcinogenic Process by System Modeling and Database Mining
  15. Chapter 11. Big Mechanisms of Aging via System Identification and Big Database Mining
  16. Chapter 12. Big Drug Design Mechanisms via Systems Biology and Big Database Mining
  17. Index