Random walks and diffusions on graphs and databases : an introduction
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...
שמור ב:
| Auteurs principaux: | , |
|---|---|
| פורמט: | Livre numérique |
| שפה: | Anglais |
| יצא לאור: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| מהדורה: | 1st ed. 2011. |
| סדרה: | Springer Series in Synergetics
10 |
| נושאים: | |
| גישה מקוונת: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| הערה: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Random Walks and Diffusions on Graphs and Databases, Texte imprimé, 9783642268427 • Random walks and diffusions on graphs and databases, an introduction, Philippe Blanchard, Dimitri Volchenkov, 2011, Berlin, Springer, 1 vol. (xiii-262 p.), Springer series in synergetics, 978-3-642-19591-4 • Random Walks and Diffusions on Graphs and Databases, Texte imprimé, 9783642195938 • Random Walks and Diffusions on Graphs and Databases, Texte imprimé, 9783642268427 |
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| 100 | 1 | |a Blanchard, Philippe, |d 1942-...., |c mathématicien. | |
| 245 | 1 | 0 | |a Random walks and diffusions on graphs and databases : |b an introduction |c by Philippe Blanchard, Dimitri Volchenkov. |
| 250 | |a 1st ed. 2011. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Springer Series in Synergetics |v 10 |x 2198-333X | |
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| 505 | 1 | |a Introduction to Permutations, Markov Chains, and Partitions Worth Another Binary Relation: Graphs Permutations Sieved Through Adjacency: Garph Autormorphisms Exploring Undirected Graphs by Random Walks Embedding of Graphs in Probabilistic Euclidean Space Random Walks and Electric Resistance Networks Random Walks and Diffusions on Directed Graphs and Interacting Networks Structural Analysis of Networks and Databases When Feedbacks Matter: Epidemics, Synchronization, and Self-Regulation in Complex Networks Critical Phenomena on Large Graphs With Regular Subgraphs Glossary of Graph Theory. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a 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. | ||
| 650 | |a Probabilités | ||
| 650 | |a Processus stochastiques | ||
| 650 | |a Analyse combinatoire | ||
| 650 | |a Théorie des graphes | ||
| 700 | 1 | |a Volchenkov, Dimitri, |d 19..- |4 aut | |
| 776 | 0 | |t Random Walks and Diffusions on Graphs and Databases |b Texte imprimé |z 9783642268427 | |
| 776 | 0 | |0 157071359 |t Random walks and diffusions on graphs and databases |o an introduction |f Philippe Blanchard, Dimitri Volchenkov |d 2011 |c Berlin |n Springer |p 1 vol. (xiii-262 p.) |s Springer series in synergetics |z 978-3-642-19591-4 | |
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| 776 | 0 | |t Random Walks and Diffusions on Graphs and Databases |b Texte imprimé |z 9783642268427 | |
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