The Resource Random Walks and Diffusions on Graphs and Databases : An Introduction, by Philipp Blanchard, Dimitri Volchenkov, (electronic resource)

Random Walks and Diffusions on Graphs and Databases : An Introduction, by Philipp Blanchard, Dimitri Volchenkov, (electronic resource)

Label
Random Walks and Diffusions on Graphs and Databases : An Introduction
Title
Random Walks and Diffusions on Graphs and Databases
Title remainder
An Introduction
Statement of responsibility
by Philipp Blanchard, Dimitri Volchenkov
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
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
Member of
Is Subseries of
http://library.link/vocab/creatorName
Blanchard, Philipp
Dewey number
519.2/3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • 5TT0m5VJnzg
  • CjBCm_E9xMI
Language note
English
LC call number
QC1-QC999
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Volchenkov, Dimitri.
Series statement
Springer Series in Synergetics,
Series volume
10
http://library.link/vocab/subjectName
  • Cell aggregation
  • Data structures (Computer scienc
  • Engineering
  • Applications of Graph Theory and Complex Networks
  • Manifolds and Cell Complexes (incl. Diff.Topology)
  • Data Structures and Information Theory
  • Complexity
Label
Random Walks and Diffusions on Graphs and Databases : An Introduction, by Philipp Blanchard, Dimitri Volchenkov, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
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
Dimensions
unknown
Edition
1st ed. 2011.
Extent
1 online resource (270 p.)
Form of item
online
Isbn
9783642195921
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-642-19592-1
Specific material designation
remote
System control number
  • (CKB)2670000000084146
  • (EBL)763509
  • (OCoLC)733542628
  • (SSID)ssj0000508607
  • (PQKBManifestationID)11337851
  • (PQKBTitleCode)TC0000508607
  • (PQKBWorkID)10555510
  • (PQKB)11014508
  • (DE-He213)978-3-642-19592-1
  • (MiAaPQ)EBC763509
  • (EXLCZ)992670000000084146
Label
Random Walks and Diffusions on Graphs and Databases : An Introduction, by Philipp Blanchard, Dimitri Volchenkov, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
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
Dimensions
unknown
Edition
1st ed. 2011.
Extent
1 online resource (270 p.)
Form of item
online
Isbn
9783642195921
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-642-19592-1
Specific material designation
remote
System control number
  • (CKB)2670000000084146
  • (EBL)763509
  • (OCoLC)733542628
  • (SSID)ssj0000508607
  • (PQKBManifestationID)11337851
  • (PQKBTitleCode)TC0000508607
  • (PQKBWorkID)10555510
  • (PQKB)11014508
  • (DE-He213)978-3-642-19592-1
  • (MiAaPQ)EBC763509
  • (EXLCZ)992670000000084146

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