Large Scale Structure And Dynamics Of Complex Networks: From Information Technology To Finance And Natural ScienceAlessandro Vespignani, Guido Caldarelli World Scientific, 28. lip 2007. - Broj stranica: 264 This book is the culmination of three years of research effort on a multidisciplinary project in which physicists, mathematicians, computer scientists and social scientists worked together to arrive at a unifying picture of complex networks. The contributed chapters form a reference for the various problems in data analysis visualization and modeling of complex networks. |
Sadržaj
1 | |
1 Preliminaries and Basic Definitions in Network Theory | 5 |
2 Models of Complex Networks | 17 |
3 Correlations in Complex Networks | 35 |
Measurements and Models | 67 |
5 Community Structure Identification | 93 |
6 Visualizing Large Complex Networks | 115 |
How Far We Are | 133 |
8 The Large Scale Structure of the Internet | 163 |
9 Spanning Trees in Ecology | 185 |
10 Social and Financial Networks | 205 |
References | 235 |
249 | |
Ostala izdanja - Prikaži sve
Large Scale Structure and Dynamics of Complex Networks: From Information ... Guido Caldarelli Ograničeni pregled - 2007 |
Large Scale Structure and Dynamics of Complex Networks: From Information ... Guido Caldarelli,Alessandro Vespignani Pregled nije dostupan - 2007 |
Uobičajeni izrazi i fraze
airport algorithm analysis assortative average degree average nearest neighbors Barabási behavior bipartite cliques Caldarelli characterization clustering coefficient complex networks computed connected component considered corresponding defined degree distribution degree distribution P(k directed graph disassortative distance dynamics eigenvectors example exponent food webs function global heavy-tailed hierarchical in-degree interactions interlock Internet maps k-core knn(k layout M. E. J. Newman main memory matrix measure methods minimum spanning tree modularity nodes number of edges number of nodes number of vertices observed obtained PageRank pair partition Pastor-Satorras Physical Review Letters possible power-law preferential attachment present probability quantity random graph random networks real networks routers scale-free networks semi-external shortest path shown in Fig small-world social networks species statistical subgraph taxonomic trees topological properties total number traffic undirected vertex vertices of degree Vespignani web of trust Webgraph weighted networks