Advances in Network Clustering and Blockmodeling
eBook - ePub

Advances in Network Clustering and Blockmodeling

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

About this book

Provides an overview of the developments and advances in the field of network clustering and blockmodeling over the last 10 years

This book offers an integrated treatment of network clustering and blockmodeling, covering all of the newest approaches and methods that have been developed over the last decade. Presented in a comprehensive manner, it offers the foundations for understanding network structures and processes, and features a wide variety of new techniques addressing issues that occur during the partitioning of networks across multiple disciplines such as community detection, blockmodeling of valued networks, role assignment, and stochastic blockmodeling.

Written by a team of international experts in the field, Advances in Network Clustering and Blockmodeling offers a plethora of diverse perspectives covering topics such as: bibliometric analyses of the network clustering literature; clustering approaches to networks; label propagation for clustering; and treating missing network data before partitioning. It also examines the partitioning of signed networks, multimode networks, and linked networks. A chapter on structured networks and coarsegrained descriptions is presented, along with another on scientific coauthorship networks. The book finishes with a section covering conclusions and directions for future work. In addition, the editors provide numerous tables, figures, case studies, examples, datasets, and more.

  • Offers a clear and insightful look at the state of the art in network clustering and blockmodeling
  • Provides an excellent mix of mathematical rigor and practical application in a comprehensive manner
  • Presents a suite of new methods, procedures, algorithms for partitioning networks, as well as new techniques for visualizing matrix arrays
  • Features numerous examples throughout, enabling readers to gain a better understanding of research methods and to conduct their own research effectively
  • Written by leading contributors in the field of spatial networks analysis

Advances in Network Clustering and Blockmodeling is an ideal book for graduate and undergraduate students taking courses on network analysis or working with networks using real data. It will also benefit researchers and practitioners interested in network analysis.

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Yes, you can access Advances in Network Clustering and Blockmodeling by Patrick Doreian, Vladimir Batagelj, Anuska Ferligoj, Patrick Doreian,Vladimir Batagelj,Anuska Ferligoj in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Wiley
Year
2019
Print ISBN
9781119224709
eBook ISBN
9781119224679

Table of contents

  1. Cover
  2. Table of Contents
  3. List of Contributors
  4. 1 Introduction
  5. 2 Bibliometric Analyses of the Network Clustering Literature
  6. 3 Clustering Approaches to Networks
  7. 4 Different Approaches to Community Detection
  8. 5 Label Propagation for Clustering
  9. 6 Blockmodeling of Valued Networks
  10. 7 Treating Missing Network Data Before Partitioning
  11. 8 Partitioning Signed Networks
  12. 9 Partitioning Multimode Networks
  13. 10 Blockmodeling Linked Networks
  14. 11 Bayesian Stochastic Blockmodeling
  15. 12 Structured Networks and Coarse-Grained Descriptions: A Dynamical Perspective
  16. 13 Scientific Co-Authorship Networks
  17. 14 Conclusions and Directions for Future Work
  18. TOPIC INDEX
  19. PERSON INDEX
  20. End User License Agreement