Algebraic Analysis of Multiple, Signed, and Affiliation Networks

List of Contributors xv 1 Introduction 1 Patrick Doreian, Vladimir Batagelj, and Anuska Ferligoj 2 Bibliometric Analyses of the Network Clustering Literature 11 Vladimir Batagelj, Anuska Ferligoj, and Patrick Doreian 3 Clustering Approaches to Networks 65 Vladimir Batagelj 4 Different Approaches to Community Detection 105 Martin Rosvall, Jean-Charles Delvenne, Michael T. Schaub, and Renaud Lambiotte 5 Label Propagation for Clustering 121 Lovro Subelj 6 Blockmodeling of Valued Networks 151 Carl Nordlund and Ales ?iberna 7 Treating Missing Network Data Before Partitioning 189 Anja ?nidarsic, Patrick Doreian, and Anuska Ferligoj Ç 8 Partitioning Signed Networks 225 Vincent Traag, Patrick Doreian, and Andrej Mrvar 9 Partitioning Multimode Networks 251 Martin G Everett and Stephen P Borgatti 10 Blockmodeling Linked Networks 267 Ales ?iberna 11 Bayesian Stochastic Blockmodeling 289 Tiago P. Peixoto 12 Structured Networks and Coarse-Grained Descriptions: A Dynamical Perspective 333 Michael T. Schaub, Jean-Charles Delvenne, Renaud Lambiotte, and Mauricio Barahona 13 Scientific Co-Authorship Networks 363 Marjan Cugmas, Anuska Ferligoj, and Luka Kronegger 14 Conclusions and Directions for Future Work 389 Patrick Doreian, Anuska Ferligoj, and Vladimir Batagelj Topic Index 399 Person Index 407