Advances in network clustering and blockmodeling

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...

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Detalles Bibliográficos
Otros Autores: Doreian, Patrick, author (author), Doreian, Patrick, editor (editor), Batagelj, Vladimir, 1948- editor, Ferligoj, Anuška, editor
Formato: Libro electrónico
Idioma:Inglés
Publicado: Hoboken, NJ : Wiley 2020.
Edición:1st edition
Colección:Wiley series in computational and quantitative social science.
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630898006719
Tabla de Contenidos:
  • Bibliometric analyses of the network clustering literature / Vladimir Batagelj, Anuška Ferligoj, and Patrick Doreian
  • Clustering approaches to networks / Vladimir Batagelj
  • Different approaches to community detection / Martin Rosvall, JeanCharles Delvenne, Michael T. Schaub, and Renaud Lambiotte
  • Label propagation for clustering / Lovro Šubelj
  • Blockmodeling of valued networks / Carl Nordlund and Aleš Žiberna
  • Treating missing network data before partitioning / Anja Žnidar šič, Patrick Doreian, and Anuška Ferligoj
  • Partitioning signed networks / Vincent Traag, Patrick Doreian, and Andrej Mrvar
  • Partitioning multimode networks / Martin G Everett, and Stephen P Borgatti
  • Partitioning linked networks / Aleš Žiberna
  • Bayesian stochastic blockmodeling / Tiago P. Peixoto
  • Structured networks and coarsegrained descriptions: a dynamical perspective / Michael T. Schaub, Jean-Charles Delvenne, Renaud Lambiotte, and Mauricio Barahona
  • Scientific coauthorship networks / Marjan Cugmas, Anuška Ferligoj, and Luka Kronegger
  • Conclusions and directions for future work / Patrick Doreian, Anuška Ferligoj, and Vladimir Batagelj.