Výsledky vyhledávání - "Advances in Network Clustering and Blockmodeling"

Bayesian Stochastic Blockmodeling Autor Peixoto, Tiago P.

“…This chapter describes the basic variants of the stochastic blockmodel (SBM), and a consistent Bayesian formulation that allows readers to infer them from…”
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Different Approaches to Community Detection Autor Rosvall, Martin, Delvenne, Jean‐Charles, Schaub, Michael T., Lambiotte, Renaud

“…This chapter unfolds different aims underpinning community detection – in a relaxed form that includes assortative as well as disassortative group structures…”
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Partitioning Signed Networks Autor Traag, Vincent, Doreian, Patrick, Mrvar, Andrej

“…This chapter is concerned with signed networks, where each link is associated with either a positive (+) or negative sign (‐). Blockmodeling, as a way of…”
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Scientific Co‐Authorship Networks Autor Cugmas, Marjan, Ferligoj, Anuška, Kronegger, Luka

“…The study of community structures through scientific co‐authorship is especially valuable because scientific (sub)disciplines can often display local…”
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Structured Networks and Coarse‐Grained Descriptions: A Dynamical Perspective

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Bibliometric Analyses of the Network Clustering Literature Autor Batagelj, Vladimir, Ferligoj, Anuška, Doreian, Patrick

“…This chapter focuses on the large set of publications identified in the area of graph/network clustering and blockmodeling, and included in the Web of Science…”
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Partitioning Multimode Networks Autor Everett, Martin G, Borgatti, Stephen P

“…Most networks examined so far involve connections between nodes all of the same type, known as one‐mode networks. This chapter examines partitioning and…”
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Label Propagation for Clustering Autor Šubelj, Lovro

“…This chapter presents the basic label propagation method for network clustering and partitioning, together with its numerous variants and advances, extensions…”
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Blockmodeling of Valued Networks Autor Nordlund, Carl, Žiberna, Aleš

“…This chapter provides an overview of approaches, classical as well as recent innovations, to the clustering/blockmodeling of valued networks. It focuses…”
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Treating Missing Network Data Before Partitioning Autor Žnidaršič, Anja, Doreian, Patrick, Ferligoj, Anuška

“…This chapter first discusses the types of missing network data and the methods of treating such data before partitioning. Errors in social network research…”
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Blockmodeling Linked Networks Autor Žiberna, Aleš

“…This chapter introduces blockmodeling of linked networks. Essentially, it is shown that the multilevel blockmodeling approach can also be used for other types…”
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Clustering Approaches to Networks Autor Batagelj, Vladimir

“…Clustering and classification are two related activities sometimes used as synonyms. Two streams of clustering research emerged – one inside pattern…”
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Conclusions and Directions for Future Work Autor Doreian, Patrick, Ferligoj, Anuška, Batagelj, Vladimir

“…This conclusion presents some closing thoughts on the concepts covered in the preceding chapters of this book and makes additional suggestions regarding…”
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Introduction Autor Doreian, Patrick, Batagelj, Vladimir, Ferligoj, Anuška

“…This introduction presents an overview of the key concepts discussed in the subsequent chapters of this book. The book focuses on network clustering regardless…”
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Structured Networks and Coarse‐Grained Descriptions Autor Schaub, Michael T., Delvenne, Jean‐Charles, Lambiotte, Renaud, Barahona, Mauricio

“…This chapter focuses on the rich interplay between network structure and a dynamics acting on top of the network as a means of identifying modules in the…”
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EULA

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Topic Index

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Brief Contents

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Person Index

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List of Contributors

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