Titlebook: Random Walks and Diffusions on Graphs and Databases; An Introduction Philippe Blanchard,Dimitri Volchenkov Book 2011 Springer-Verlag Berlin

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Structural Analysis of Networks and Databases,nally, the structural analysis is important for accessing large databases. In the present chapter, we apply the methods related to random walks for analyzing of urban structures, evolution of languages, and musical compositions.

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0172-7389 audience.Includes detailed benchmarking of theory with diveMost 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 quantitativ

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Exploring Undirected Graphs by Random Walks,us available edges with equal probability. An obvious benefit of the approach based on random walks to graph theory is that the relations between individual nodes and subgraphs acquire a precise quantitative probabilistic description that enables us to attack applied problems which could not even be started otherwise.

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