Algorithms and models for the web graph : 16th International Workshop, WAW 2019, Brisbane, QLD, Australia, July 6-7, 2019, Proceedings / Konstantin Avrachenkov, Paweł Prałat, Nan Ye (eds.).

By: (16th : WAW (Workshop) (16th : 2019 : Brisbane, Qld.)
Contributor(s): Avrachenkov, Konstantin | Prałat, Paweł | Ye, Nan (Lecturer in Statistics and Data Science)
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 11631.; LNCS sublibrary: Publisher: Cham, Switzerland : Springer, [2019]Description: 1 online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783030250706; 3030250709Other title: WAW 2019Subject(s): Computer algorithms -- Congresses | Data mining -- Congresses | World Wide Web -- Congresses | Computer algorithms | Data mining | World Wide WebGenre/Form: Electronic books. | Conference papers and proceedings. DDC classification: 005.1 LOC classification: QA76.9.A43 | W39 2019Online resources: Click here to access online
Contents:
Using Synthetic Networks for Parameter Tuning in Community Detection -- Efficiency of Transformations of Proximity Measures for Graph Clustering -- Almost Exact Recovery in Label Spreading -- Strongly n-e.c. Graphs and Independent Distinguishing Labellings -- The Robot Crawler Model on Complete k-Partite and Erdős-Rényi Random Graphs -- Estimating the Parameters of the Waxman Random Graph -- Understanding the Effectiveness of Data Reduction in Public Transportation Networks -- A Spatial Small-World Graph Arising from Activity-Based Reinforcement -- SimpleHypergraphs.jl -- Novel Software Framework for Modelling and Analysis of Hypergraphs.
Summary: This book constitutes the proceedings of the 16th International Workshop on Algorithms and Models for the Web Graph, WAW 2019, held in Brisbane, QLD, Australia, in July 2019. The 9 full papers presented in this volume were carefully reviewed and selected from 13 submissions. The papers cover topics of all aspects of algorithmic and mathematical research in the areas pertaining to the World Wide Web, espousing the view of complex data as networks.
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Includes index.

Using Synthetic Networks for Parameter Tuning in Community Detection -- Efficiency of Transformations of Proximity Measures for Graph Clustering -- Almost Exact Recovery in Label Spreading -- Strongly n-e.c. Graphs and Independent Distinguishing Labellings -- The Robot Crawler Model on Complete k-Partite and Erdős-Rényi Random Graphs -- Estimating the Parameters of the Waxman Random Graph -- Understanding the Effectiveness of Data Reduction in Public Transportation Networks -- A Spatial Small-World Graph Arising from Activity-Based Reinforcement -- SimpleHypergraphs.jl -- Novel Software Framework for Modelling and Analysis of Hypergraphs.

This book constitutes the proceedings of the 16th International Workshop on Algorithms and Models for the Web Graph, WAW 2019, held in Brisbane, QLD, Australia, in July 2019. The 9 full papers presented in this volume were carefully reviewed and selected from 13 submissions. The papers cover topics of all aspects of algorithmic and mathematical research in the areas pertaining to the World Wide Web, espousing the view of complex data as networks.

Online resource; title from digital title page (viewed on August 23, 2019).

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