Finding community structure in networks using the eigenvectors of matrices

Collective dynamics of ‘small-world’ networks

1998 • 40,646 citations

The Strength of Weak Ties

1973 • 36,856 citations

Emergence of Scaling in Random Networks

1999 • 34,466 citations

The Structure and Function of Complex Networks

2003 • 18,041 citations

Community structure in social and biological networks

2002 • 14,760 citations

Finding and evaluating community structure in networks

2004 • 13,265 citations

Modularity and community structure in networks

2006 • 11,111 citations

Complex networks: Structure and dynamics

2006 • 10,262 citations

A Set of Measures of Centrality Based on Betweenness

1977 • 9,282 citations

Authoritative sources in a hyperlinked environment

1999 • 8,967 citations

Exploring complex networks

2001 • 8,015 citations

Finding community structure in very large networks

2004 • 6,889 citations

Spectral Graph Theory

1996 • 6,112 citations

Fast algorithm for detecting community structure in networks

2004 • 5,297 citations

Uncovering the overlapping community structure of complex networks in nature and society

2005 • 5,221 citations

An Efficient Heuristic Procedure for Partitioning Graphs

1970 • 5,215 citations

Assortative Mixing in Networks

2002 • 4,861 citations

Algebraic connectivity of graphs

1973 • 3,826 citations

Random graphs with arbitrary degree distributions and their applications

2001 • 3,575 citations

Functional cartography of complex metabolic networks

2005 • 3,566 citations

Matrix analysis and applied linear algebra

2001 • 3,540 citations

Matrix Analysis and Applied Linear Algebra

2000 • 3,343 citations

Evolution of networks

2002 • 3,190 citations

Modern graph theory

1998 • 3,095 citations

Classes of small-world networks

2000 • 3,049 citations

Mixing patterns in networks

2003 • 2,953 citations

Comparing community structure identification

2005 • 2,644 citations

The Structure and Dynamics of Networks

2011 • 2,414 citations

Analysis of weighted networks

2004 • 2,381 citations

A critical point for random graphs with a given degree sequence

1995 • 2,329 citations

Defining and identifying communities in networks

2004 • 2,327 citations

Evolution of Networks: From Biological Nets to the Internet and WWW

2003 • 2,184 citations

The bottlenose dolphin community of Doubtful Sound features a large proportion of long-lasting associations

2003 • 2,175 citations

Detecting community structure in networks

2004 • 1,989 citations

Computing Communities in Large Networks Using Random Walks

2005 • 1,957 citations

Statistical mechanics of community detection

2006 • 1,939 citations

Modern Graph Theory

1998 • 1,777 citations

Partitioning Sparse Matrices with Eigenvectors of Graphs

1990 • 1,679 citations

Synchronization in Small-World Systems

2002 • 1,586 citations

The Structure and Dynamics of Networks

2007 • 1,580 citations

Community detection in complex networks using extremal optimization

2005 • 1,508 citations

Evolution of Networks

2003 • 1,497 citations

Dynamical and Correlation Properties of the Internet

2001 • 1,428 citations

New spectral methods for ratio cut partitioning and clustering

1992 • 1,208 citations

Self-organization and identification of Web communities

2002 • 993 citations

Connected Components in Random Graphs with Given Expected Degree Sequences

2002 • 943 citations

Modularity from fluctuations in random graphs and complex networks

2004 • 849 citations

Heterogeneity in Oscillator Networks: Are Smaller Worlds Easier to Synchronize?

2003 • 824 citations

Finding local community structure in networks

2005 • 793 citations

Proceedings. 45th Annual IEEE Symposium on Foundations of Computer Science

2004 • 762 citations

Compartments revealed in food-web structure

2003 • 721 citations

Detecting Fuzzy Community Structures in Complex Networks with a Potts Model

2004 • 592 citations

A Spectral Clustering Approach To Finding Communities in Graph.

2005 • 483 citations

Positions in Networks

1976 • 477 citations

Finding communities in linear time: a physics approach

2004 • 463 citations

Detecting network communities: a new systematic and efficient algorithm

2004 • 402 citations

Subnetwork hierarchies of biochemical pathways

2003 • 366 citations

Provably good mesh generation

1994 • 360 citations

Detecting communities in large networks

2005 • 330 citations

Networks of sexual contacts

1989 • 311 citations

Method to find community structures based on information centrality

2004 • 295 citations

Sexual mixing patterns in the spread of gonococcal and chlamydial infections.

1999 • 279 citations

Distance, dissimilarity index, and network community structure

2003 • 273 citations

Spectral measures of bipartivity in complex networks

2005 • 236 citations

The effect of size heterogeneity on community identification in complex networks

2006 • 227 citations

Positions in Networks

1976 • 219 citations

Spectral partitioning

1995 • 211 citations

Community detection as an inference problem

2006 • 201 citations

Polynomial algorithm for the k-cut problem

1988 • 194 citations

Identifying communities within energy landscapes

2005 • 159 citations

Sexual Mixing Patterns of Patients Attending Sexually Transmitted Diseases Clinics

1996 • 142 citations

Network Brownian Motion: A New Method to Measure Vertex-Vertex Proximity and to Identify Communities and Subcommunities

2004 • 135 citations

Network bipartivity

2003 • 120 citations

Currency and commodity metabolites: their identification and relation to the modularity of metabolic networks

2007 • 104 citations

Preferential attachment of communities: The same principle, but a higher level

2005 • 74 citations

Comparison and validation of community structures in complex networks

2006 • 63 citations

Proceedings of The 17th International Symposium on Computer and Information Sciences

2022 • 43 citations

Proceedings of the 2009 IEEE international conference on Intelligence and security informatics

2009 • 43 citations