Random Walks and Diffusions on Graphs and Databases

This book PDF is perfect for those who love Science genre, written by Philipp Blanchard and published by Springer Science & Business Media which was released on 26 May 2011 with total hardcover pages 262. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related Random Walks and Diffusions on Graphs and Databases books below.

Random Walks and Diffusions on Graphs and Databases
Random Walks and Diffusions on Graphs and Databases
Author : Philipp Blanchard
File Size : 40,6 Mb
Publisher : Springer Science & Business Media
Language : English
Release Date : 26 May 2011
ISBN : 9783642195921
Pages : 262 pages
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Random Walks and Diffusions on Graphs and Databases by Philipp Blanchard Book PDF Summary

Most networks and databases that humans have to deal with contain large, albeit finite number of units. Their structure, for maintaining functional consistency of the components, is essentially not random and calls for a precise quantitative description of relations between nodes (or data units) and all network components. This book is an introduction, for both graduate students and newcomers to the field, to the theory of graphs and random walks on such graphs. The methods based on random walks and diffusions for exploring the structure of finite connected graphs and databases are reviewed (Markov chain analysis). This provides the necessary basis for consistently discussing a number of applications such diverse as electric resistance networks, estimation of land prices, urban planning, linguistic databases, music, and gene expression regulatory networks.

Random Walks and Diffusions on Graphs and Databases

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