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Algorithms and Models for the Web Graph [electronic resource] : 10th International Workshop, WAW 2013, Cambridge, MA, USA, December 14-15, 2013, Proceedings / edited by Anthony Bonato, Michael Mitzenmacher, Pawe� Pra�at.

Contributor(s): Bonato, Anthony [editor.] | Mitzenmacher, Michael [editor.] | Pra�at, Pawe� [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 8305Publisher: Cham : Springer International Publishing : Imprint: Springer, 2013Description: X, 233 p. 40 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319035369.Subject(s): Computer science | Algorithms | Computer science -- Mathematics | Data mining | Information storage and retrieval | Computer Science | Algorithm Analysis and Problem Complexity | Discrete Mathematics in Computer Science | Data Mining and Knowledge Discovery | Information Storage and RetrievalAdditional physical formats: Printed edition:: No titleDDC classification: 005.1 Online resources: Click here to access online
Contents:
Asymmetric Distribution of Nodes in the Spatial Preferred Attachment Model -- A Spatial Preferential Attachment Model with Local Clustering -- A Local Clustering Algorithm for Connection -- On the Power of Adversarial Infections in Networks -- On the Choice of Kernel and Labelled Data in Semi-supervised Learning Methods -- A Nearly-Sublinear Method for Approximating a Column of the Matrix Exponential for Matrices from Large, Sparse Networks -- Evolution of the Media Web -- Random Intersection Graph Process -- Alpha Current Flow Betweenness Centrality -- Tree Nash Equilibria in the Network Creation Game -- Fast Low-Cost Estimation of Network Properties Using Random Walks -- An Lp Norm Relaxation Approach to Positive Influence Maximization in Social Network under the Deterministic Linear Threshold Model -- Fast Algorithms for the Maximum Clique Problem on Massive Sparse -- A Faster Algorithm to Update Betweenness Centrality after Node Alteration -- Generalized Preferential Attachment: Tunable Power-Law Degree Distribution and Clustering Coefficient -- Solving Linear Systems with Boundary Conditions Using Heat Kernel Pagerank -- Anarchy Is Free in Network Creation.
In: Springer eBooksSummary: This book constitutes the refereed proceedings of the 10th International Workshop on Algorithms and Models for the Web Graph, WAW 2013, held in Cambridge, MA, USA, in December 2013. The 17 papers presented were carefully reviewed and selected for inclusion in this volume. They address topics related to graph-theoretic and algorithmic aspects of related complex networks, including citation networks, social networks, biological networks, molecular networks and other networks arising from the Internet.
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Asymmetric Distribution of Nodes in the Spatial Preferred Attachment Model -- A Spatial Preferential Attachment Model with Local Clustering -- A Local Clustering Algorithm for Connection -- On the Power of Adversarial Infections in Networks -- On the Choice of Kernel and Labelled Data in Semi-supervised Learning Methods -- A Nearly-Sublinear Method for Approximating a Column of the Matrix Exponential for Matrices from Large, Sparse Networks -- Evolution of the Media Web -- Random Intersection Graph Process -- Alpha Current Flow Betweenness Centrality -- Tree Nash Equilibria in the Network Creation Game -- Fast Low-Cost Estimation of Network Properties Using Random Walks -- An Lp Norm Relaxation Approach to Positive Influence Maximization in Social Network under the Deterministic Linear Threshold Model -- Fast Algorithms for the Maximum Clique Problem on Massive Sparse -- A Faster Algorithm to Update Betweenness Centrality after Node Alteration -- Generalized Preferential Attachment: Tunable Power-Law Degree Distribution and Clustering Coefficient -- Solving Linear Systems with Boundary Conditions Using Heat Kernel Pagerank -- Anarchy Is Free in Network Creation.

This book constitutes the refereed proceedings of the 10th International Workshop on Algorithms and Models for the Web Graph, WAW 2013, held in Cambridge, MA, USA, in December 2013. The 17 papers presented were carefully reviewed and selected for inclusion in this volume. They address topics related to graph-theoretic and algorithmic aspects of related complex networks, including citation networks, social networks, biological networks, molecular networks and other networks arising from the Internet.

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