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Label propagation is a heuristic method initially proposed for community detection in networks, while the method can be adopted also for other types of network clustering and partitioning.
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F. Lorrain and H. C. White · 1971
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W. W. Zachary · 1977
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The Potts model
F. Y. Wu · 1982
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P. Bonacich · 1987
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Lethality and centrality of protein networks
H. Jeong, S. P. Mason, A.-L. Barabási, and Z. N. Oltvai · 2001
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Random graphs with arbitrary degree distributions and their applications
M. E. J. Newman, S. H. Strogatz, and D. J. Watts · 2001
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Community structure in social and biological networks
M. Girvan and M. E. J. Newman · 2002
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The WebGraph framework I: Compression techniques
P. Boldi and S. Vigna · 2004
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Finding and evaluating community structure in networks
M. E. J. Newman and M. Girvan · 2004
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Defining and identifying communities in networks
F. Radicchi, C. Castellano, F. Cecconi, V. Loreto, and D. Parisi · 2004
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Generalized Blockmodeling
P. Doreian, V. Batagelj, and A. Ferligoj · 2005
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Statistical mechanics of community detection
J. Reichardt and S. Bornholdt · 2006
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Modularity and community detection in bipartite networks
M. J. Barber · 2007
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Bibliographic coupling and its application to research-front and other core documents
B. Jarneving · 2007
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Near linear time algorithm to detect community structures in large-scale networks
U. N. Raghavan, R. Albert, and S. Kumara · 2007
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Fast unfolding of communities in large networks
V. D. Blondel, J.-L. Guillaume, R. Lambiotte, and E. Lefebvre · 2008
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Benchmark graphs for testing community detection algorithms
A. Lancichinetti, S. Fortunato, and F. Radicchi · 2008
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Maps of random walks on complex networks reveal community structure
M. Rosvall and C. T. Bergstrom · 2008
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Efficient modularity optimization by multistep greedy algorithm and vertex mover refinement
P. Schuetz and A. Caflisch · 2008
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On the equivalence of the label propagation method of community detection and a Potts model approach
G. Tibély and J. Kertész · 2008
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Detecting network communities by propagating labels under constraints
M. J. Barber and J. W. Clark · 2009
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Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters
J. Leskovec, K. J. Lang, A. Dasgupta, and M. W. Mahoney · 2009
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Towards real-time community detection in large networks
I. X. Y. Leung, P. Hui, P. Liò, and J. Crowcroft · 2009
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Advanced modularity-specialized label propagation algorithm for detecting communities in networks
X. Liu and T. Murata · 2009
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Community detection in large-scale bipartite networks
X. Liu and T. Murata · 2009
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How does label propagation algorithm work in bipartite networks
X. Liu and T. Murata · 2009
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Co-citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately?
K. W. Boyack and R. Klavans · 2010
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Community detection via semi-synchronous label propagation algorithms
G. Cordasco and L. Gargano · 2010
Balanced multi-label propagation for overlapping community detection in social networks
Z.-H. Wu, Y.-F. Lin, S. Gregory, H.-Y. Wan, and S.-F. Tian · 2012
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Towards linear time overlapping community detection in social networks
J. Xie and B. K. Szymanski · 2012
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Detecting community structure using label propagation with weighted coherent neighborhood propinquity
H. Lou, S. Li, and Y. Zhao · 2013
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Distributed community detection in web-scale networks
M. Ovelgönne · 2013
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Balanced label propagation for partitioning massive graphs
J. Ugander and L. Backstrom · 2013
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LabelRank: A stabilized label propagation algorithm for community detection in networks
J. Xie and B. K. Szymanski · 2013
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Cited alongside, same era.
Finding overlapping communities in networks by label propagation
S. Gregory · 2010
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Networks: An Introduction
M. E. J. Newman · 2010
Cited alongside, same era.
Local resolution-limit-free Potts model for community detection
P. Ronhovde and Z. Nussinov · 2010
Cited alongside, same era.
Unfolding network communities by combining defensive and offensive label propagation
L. Šubelj and M. Bajec · 2010
Cited alongside, same era.
Supervised random walks: Predicting and recommending links in social networks
L. Backstrom and J. Leskovec · 2011
Cited alongside, same era.
Layered label propagation: A multiresolution coordinate-free ordering for compressing social networks
P. Boldi, M. Rosa, M. Santini, and S. Vigna · 2011
Cited alongside, same era.
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Understanding Large Temporal Networks and Spatial Networks
V. Batagelj, P. Doreian, A. Ferligoj, and N. Kejžar · 2014
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The structure and dynamics of multilayer networks
S. Boccaletti, G. Bianconi, R. Criado, C. I. del Genio, J. Gómez-Gardeñes, M. Romance, I. Sendiña-Nadal, Z. Wang, and M. Zanin · 2014
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EgoLP: Fast and distributed community detection in billion-node social networks
N. Buzun, A. Korshunov, V. Avanesov, I. Filonenko, I. Kozlov, D. Turdakov, and H. Kim · 2014
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Group detection in complex networks: An algorithm and comparison of the state of the art
L. Šubelj and M. Bajec · 2014
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Network group discovery by hierarchical label propagation
L. Šubelj and M. Bajec · 2014
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How to partition a billion-node graph
L. Wang, Y. Xiao, B. Shao, and H. Wang · 2014
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Detecting community structure using label propagation with consensus weight in complex network
L. Zong-Wen, L. Jian-Ping, Y. Fan, and A. Petropulu · 2014
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A new label propagation with dams
J.-P. Attal and M. Malek · 2015
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Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering
C. Gaiteri, M. Chen, B. Szymanski, K. Kuzmin, J. Xie, C. Lee, T. Blanche, E. C. Neto, S.-C. Huang, T. Grabowski, T. Madhyastha, and V. Komashko · 2015
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Detecting community structure via synchronous label propagation
S. Li, H. Lou, W. Jiang, and J. Tang · 2015
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Faster unfolding of communities: Speeding up the Louvain algorithm
V. A. Traag · 2015
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On the relationship between Gaussian stochastic blockmodels and label propagation algorithms
J. Zhang, T. Chen, and J. Hu · 2015
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Corrected overlap weight and clustering coefficient
V. Batagelj · 2016
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Community detection in networks: A user guide
S. Fortunato and D. Hric · 2016
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Multi-resolution community detection in massive networks
J. Han, W. Li, and W. Deng · 2016
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Community detection by label propagation with compression of flow
J. Han, W. Li, Z. Su, L. Zhao, and W. Deng · 2016
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Disconnected, fragmented, or united? a trans-disciplinary review of network science
C. A. Hidalgo · 2016
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Clustering scientific publications based on citation relations: A systematic comparison of different methods
L. Šubelj, N. J. Van Eck, and L. Waltman · 2016
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Stepping community detection algorithm based on label propagation and similarity
W. Li, C. Huang, M. Wang, and X. Chen · 2017
Closest in time.
The many facets of community detection in complex networks
M. T. Schaub, J.-C. Delvenne, M. Rosvall, and R. Lambiotte · 2017
Closest in time.