Výsledky vyhledávání - "Advances in Network Clustering and Blockmodeling"

Advances in network clustering and blockmodeling Autor Doreian, Patrick, Batagelj, Vladimir, Ferligoj, Anuška

“…Provides an overview of the developments and advances in the field of network clustering and blockmodeling over the last 10 yearsThis book offers an integrated…”
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Advances in Network Clustering and Blockmodeling Autor Young, Jean-Gabriel

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Bayesian stochastic blockmodeling Autor Peixoto, Tiago P

“…This chapter provides a self-contained introduction to the use of Bayesian inference to extract large-scale modular structures from network data, based on the…”
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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, Jean-Charles Delvenne, Schaub, Michael T, Lambiotte, Renaud

“…A precise definition of what constitutes a community in networks has remained elusive. Consequently, network scientists have compared community detection…”
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Structured networks and coarse-grained descriptions: a dynamical perspective Autor Schaub, Michael T, Jean-Charles Delvenne, Lambiotte, Renaud, Barahona, Mauricio

“…This chapter discusses the interplay between structure and dynamics in complex networks. Given a particular network with an endowed dynamics, our goal is to…”
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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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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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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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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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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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