Random Walks and Diffusions on Graphs and Databases

This is popular Science book PDF by Philipp Blanchard and published on 26 May 2011 by Springer Science & Business Media. Random Walks and Diffusions on Graphs and Databases book is available to download in pdf, epub and kindle format with total pages 271. Read online book directly from your device by click download button. You can see detail book and summary of Random Walks and Diffusions on Graphs and Databases book below. Enjoy the book and thanks for visiting us.

Random Walks and Diffusions on Graphs and Databases
Random Walks and Diffusions on Graphs and Databases
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Publisher : Springer Science & Business Media
File Size : 54,8 Mb
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ISBN : 9783642195921
Pages : 271 pages
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Random Walks and Diffusions on Graphs and Databases Book PDF Online

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

Random Walks and Diffusions on Graphs and Databases by Philipp Blanchard,Dimitri Volchenkov

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

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