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Stochastic methods for network comparison
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Stochastic methods for network comparison Paperback -

by Giovanni Micale

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Our reality is surrounded by complex systems, characterized by entities (e.g. molecules, people, astronomical objects) with one or more associated features which interact one another (physically or virtually). Such systems are called 'complex' because they exhibit non-trivial topological features that are not observed at random, such as the tendency of entities to form communities or link to other important entities. Networks are suitable simple and general models to analyze complex systems. Network analysis, especially in a comparative framework, can reveal the existence of communities and recurrent patterns of interactions, and highlight the role of some entities and the functioning of certain processes. Data mining techniques are applied to find and extract these useful informations. However, due to the intrinsic complexity of networks, this process can be time consuming. In this book I present some novel stochastic techniques for network comparison, based on the Gibbs sampling algorithm. Although the book focuses on biological networks, the methodology presented here is domain-independent and can work on any complex system of interacting entities.

Details

  • Title Stochastic methods for network comparison
  • Author Giovanni Micale
  • Binding Paperback
  • Pages 112
  • Volumes 1
  • Language ENG
  • Publisher Edizioni Accademiche Italiane
  • ISBN 9786202082600 / 6202082607
  • Weight 0.39 lbs (0.18 kg)
  • Dimensions 9 x 6 x 0.27 in (22.86 x 15.24 x 0.69 cm)
  • Category Computers - General Information

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Stochastic methods for network comparison: A Gibbs sampling strategy for mining of...
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Stochastic methods for network comparison: A Gibbs sampling strategy for mining of protein-protein interaction networks and protein structures

by Micale, Giovanni

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9786202082600 / 6202082607
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paperback. Good. Access codes and supplements are not guaranteed with used items. May be an ex-library book.
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Item price
A$134.20
Free Delivery to USA