Fundamentals of Network Biology

Nonfiction, Health & Well Being, Medical, Medical Science, Biotechnology, Science & Nature, Science, Computers
Cover of the book Fundamentals of Network Biology by WenJun Zhang, World Scientific Publishing Company
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: WenJun Zhang ISBN: 9781786345103
Publisher: World Scientific Publishing Company Publication: May 16, 2018
Imprint: WSPC (EUROPE) Language: English
Author: WenJun Zhang
ISBN: 9781786345103
Publisher: World Scientific Publishing Company
Publication: May 16, 2018
Imprint: WSPC (EUROPE)
Language: English

As the first comprehensive title on network biology, this book covers a wide range of subjects including scientific fundamentals (graphs, networks, etc) of network biology, construction and analysis of biological networks, methods for identifying crucial nodes in biological networks, link prediction, flow analysis, network dynamics, evolution, simulation and control, ecological networks, social networks, molecular and cellular networks, network pharmacology and network toxicology, big data analytics, and more.

Across 12 parts and 26 chapters, with Matlab codes provided for most models and algorithms, this self-contained title provides an in-depth and complete insight on network biology. It is a valuable read for high-level undergraduates and postgraduates in the areas of biology, ecology, environmental sciences, medical science, computational science, applied mathematics, and social science.

Contents:

  • Mathematical Fundamentals:

    • Fundamentals of Graph Theory
    • Graph Algorithms
    • Fundamentals of Network Theory
    • Other Fundamentals
  • Crucial Nodes/Subnetworks/Modules, Network Types, and Structural Comparison:

    • Identification of Crucial Nodes and Subnetworks/Modules
    • Detection of Network Types
    • Comparison of Network Structure
  • Network Dynamics, Evolution, Simulation and Control:

    • Network Dynamics
    • Network Robustness and Sensitivity Analysis
    • Network Control
    • Network Evolution
    • Cellular Automata
    • Self-Organization
    • Agent-based Modeling
  • Flow Analysis:

    • Flow/Flux Analysis
  • Link and Node Prediction:

    • Link Prediction: Sampling-based Methods
    • Link Prediction: Structure- and Perturbation-based Methods
    • Link Prediction: Node-Similarity-based Methods
    • Node Prediction
  • Network Construction:

    • Construction of Biological Networks
  • Pharmacological and Toxicological Networks:

    • Network Pharmacology and Toxicology
  • Ecological Networks:

    • Food Webs
  • Microscopic Networks:

    • Molecular and Cellular Networks
  • Social Networks:

    • Social Network Analysis
  • Software:

    • Software for Network Analysis
  • Big Data Analytics:

    • Big Data Analytics for Network Biology

Readership: Advanced undergraduates and graduate students and researchers in biology, ecology, pharmacology, applied mathematics, computational science, etc.
0

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

As the first comprehensive title on network biology, this book covers a wide range of subjects including scientific fundamentals (graphs, networks, etc) of network biology, construction and analysis of biological networks, methods for identifying crucial nodes in biological networks, link prediction, flow analysis, network dynamics, evolution, simulation and control, ecological networks, social networks, molecular and cellular networks, network pharmacology and network toxicology, big data analytics, and more.

Across 12 parts and 26 chapters, with Matlab codes provided for most models and algorithms, this self-contained title provides an in-depth and complete insight on network biology. It is a valuable read for high-level undergraduates and postgraduates in the areas of biology, ecology, environmental sciences, medical science, computational science, applied mathematics, and social science.

Contents:

Readership: Advanced undergraduates and graduate students and researchers in biology, ecology, pharmacology, applied mathematics, computational science, etc.
0

More books from World Scientific Publishing Company

Cover of the book Intracranial Pressure and its Effect on Vision in Space and on Earth by WenJun Zhang
Cover of the book Ocean Surface Waves by WenJun Zhang
Cover of the book Remembering S R Nathan by WenJun Zhang
Cover of the book Farewell to China's GDP Worship by WenJun Zhang
Cover of the book The Economics of the Middle East and North Africa (MENA) by WenJun Zhang
Cover of the book The Geometry of the Octonions by WenJun Zhang
Cover of the book Postgraduate Vascular Surgery by WenJun Zhang
Cover of the book An Information Approach to Mitochondrial Dysfunction by WenJun Zhang
Cover of the book Managing Diversity in Singapore by WenJun Zhang
Cover of the book Digital Signal Processing for High-Speed Optical Communication by WenJun Zhang
Cover of the book "I am the Smartest Man I Know" by WenJun Zhang
Cover of the book Intelligible Design by WenJun Zhang
Cover of the book Parameterization of Atmospheric Convection by WenJun Zhang
Cover of the book Singapore's Real Estate by WenJun Zhang
Cover of the book Indian Economy by WenJun Zhang
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy