Community structure (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Community structure" in English language version.

refsWebsite

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40doi.org

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37nih.gov

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32arxiv.org

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31harvard.edu

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28semanticscholar.org

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6worldcat.org

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3web.archive.org

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1ams.org

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1zenodo.org

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1handle.net

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1auburn.edu

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1acm.org

1,185^th place

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1psu.edu

207^th place

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acm.org

dl.acm.org

Airoldi, Edoardo M.; David M. Blei; Stephen E. Fienberg; Eric P. Xing (June 2008). "Mixed Membership Stochastic Blockmodels". J. Mach. Learn. Res. 9: 1981–2014. ISSN 1532-4435. PMC 3119541. PMID 21701698. Archived from the original on 2018-11-21. Retrieved 2013-10-09.

ams.org

M. A. Porter; J.-P. Onnela; P. J. Mucha (2009). "Communities in Networks" (PDF). Notices of the American Mathematical Society. 56: 1082–1097, 1164–1166. Archived (PDF) from the original on 2021-06-13. Retrieved 2021-04-28.

arxiv.org

M. Girvan; M. E. J. Newman (2002). "Community structure in social and biological networks". Proc. Natl. Acad. Sci. USA. 99 (12): 7821–7826. arXiv:cond-mat/0112110. Bibcode:2002PNAS...99.7821G. doi:10.1073/pnas.122653799. PMC 122977. PMID 12060727.
S. Fortunato (2010). "Community detection in graphs". Phys. Rep. 486 (3–5): 75–174. arXiv:0906.0612. Bibcode:2010PhR...486...75F. doi:10.1016/j.physrep.2009.11.002. S2CID 10211629.
F. D. Malliaros; M. Vazirgiannis (2013). "Clustering and community detection in directed networks: A survey". Phys. Rep. 533 (4): 95–142. arXiv:1308.0971. Bibcode:2013PhR...533...95M. doi:10.1016/j.physrep.2013.08.002. S2CID 15006738.
M.E.J.Neman (2006). "Finding community structure in networks using the eigenvectors of matrices". Phys. Rev. E. 74 (3): 1–19. arXiv:physics/0605087. Bibcode:2006PhRvE..74c6104N. doi:10.1103/PhysRevE.74.036104. PMID 17025705. S2CID 138996.
Aaron Clauset; Cristopher Moore; M.E.J. Newman (2008). "Hierarchical structure and the prediction of missing links in networks". Nature. 453 (7191): 98–101. arXiv:0811.0484. Bibcode:2008Natur.453...98C. doi:10.1038/nature06830. PMID 18451861. S2CID 278058.
Ahn, Y.-Y.; Bagrow, J.P.; Lehmann, S. (2010). "Link communities reveal multi-scale complexity in networks". Nature. 466 (7307): 761–764. arXiv:0903.3178. Bibcode:2010Natur.466..761A. doi:10.1038/nature09182. PMID 20562860. S2CID 4404822.
M. E. J. Newman (2004). "Fast algorithm for detecting community structure in networks". Phys. Rev. E. 69 (6): 066133. arXiv:cond-mat/0309508. Bibcode:2004PhRvE..69f6133N. doi:10.1103/PhysRevE.69.066133. PMID 15244693. S2CID 301750.
L. Danon; J. Duch; A. Díaz-Guilera; A. Arenas (2005). "Comparing community structure identification". J. Stat. Mech. 2005 (9): P09008. arXiv:cond-mat/0505245. Bibcode:2005JSMTE..09..008D. doi:10.1088/1742-5468/2005/09/P09008. S2CID 14798969.
R. Guimera; L. A. N. Amaral (2005). "Functional cartography of complex metabolic networks". Nature. 433 (7028): 895–900. arXiv:q-bio/0502035. Bibcode:2005Natur.433..895G. doi:10.1038/nature03288. PMC 2175124. PMID 15729348.
V.D. Blondel; J.-L. Guillaume; R. Lambiotte; E. Lefebvre (2008). "Fast unfolding of community hierarchies in large networks". J. Stat. Mech. 2008 (10): P10008. arXiv:0803.0476. Bibcode:2008JSMTE..10..008B. doi:10.1088/1742-5468/2008/10/P10008. S2CID 334423.
S. Fortunato; M. Barthelemy (2007). "Resolution limit in community detection". Proceedings of the National Academy of Sciences of the United States of America. 104 (1): 36–41. arXiv:physics/0607100. Bibcode:2007PNAS..104...36F. doi:10.1073/pnas.0605965104. PMC 1765466. PMID 17190818.
B. H. Good; Y.-A. de Montjoye; A. Clauset (2010). "The performance of modularity maximization in practical contexts". Phys. Rev. E. 81 (4): 046106. arXiv:0910.0165. Bibcode:2010PhRvE..81d6106G. doi:10.1103/PhysRevE.81.046106. PMID 20481785. S2CID 16564204.
Ball, Brian; Brian Karrer; M. E. J. Newman (2011). "Efficient and principled method for detecting communities in networks". Physical Review E. 84 (3): 036103. arXiv:1104.3590. Bibcode:2011PhRvE..84c6103B. doi:10.1103/PhysRevE.84.036103. PMID 22060452. S2CID 14204351.
Karrer, Brian; M. E. J. Newman (2011-01-21). "Stochastic blockmodels and community structure in networks". Physical Review E. 83 (1): 016107. arXiv:1008.3926. Bibcode:2011PhRvE..83a6107K. doi:10.1103/PhysRevE.83.016107. PMID 21405744. S2CID 9068097.
Peixoto, Tiago P. (2014-03-24). "Hierarchical Block Structures and High-Resolution Model Selection in Large Networks". Physical Review X. 4 (1): 011047. arXiv:1310.4377. Bibcode:2014PhRvX...4a1047P. doi:10.1103/PhysRevX.4.011047. S2CID 5841379.
Martin Rosvall; Carl T. Bergstrom (2007). "An information-theoretic framework for resolving community structure in complex networks". Proceedings of the National Academy of Sciences of the United States of America. 104 (18): 7327–7331. arXiv:physics/0612035. Bibcode:2007PNAS..104.7327R. doi:10.1073/pnas.0611034104. PMC 1855072. PMID 17452639.
P. Peixoto, T. (2013). "Parsimonious Module Inference in Large Networks". Phys. Rev. Lett. 110 (14): 148701. arXiv:1212.4794. Bibcode:2013PhRvL.110n8701P. doi:10.1103/PhysRevLett.110.148701. PMID 25167049. S2CID 2668815.
P. Peixoto, T. (2019). "Bayesian stochastic blockmodeling". Advances in Network Clustering and Blockmodeling. pp. 289–332. arXiv:1705.10225. doi:10.1002/9781119483298.ch11. ISBN 978-1-119-22470-9. S2CID 62900189.
Yan, Xiaoran; Jacob E. Jensen; Florent Krzakala; Cristopher Moore; Cosma Rohilla Shalizi; Lenka Zdeborová; Pan Zhang; Yaojia Zhu (2012-07-17). "Model Selection for Degree-corrected Block Models". Journal of Statistical Mechanics: Theory and Experiment. 2014 (5): P05007. arXiv:1207.3994. Bibcode:2014JSMTE..05..007Y. doi:10.1088/1742-5468/2014/05/P05007. PMC 4498413. PMID 26167197.
Decelle, Aurelien; Florent Krzakala; Cristopher Moore; Lenka Zdeborová (2011-12-12). "Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications". Physical Review E. 84 (6): 066106. arXiv:1109.3041. Bibcode:2011PhRvE..84f6106D. doi:10.1103/PhysRevE.84.066106. PMID 22304154. S2CID 15788070.
Peixoto, Tiago P. (2014-01-13). "Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models". Physical Review E. 89 (1): 012804. arXiv:1310.4378. Bibcode:2014PhRvE..89a2804P. doi:10.1103/PhysRevE.89.012804. PMID 24580278. S2CID 2674083.
Guimerà, Roger; Marta Sales-Pardo (2009-12-29). "Missing and spurious interactions and the reconstruction of complex networks". Proceedings of the National Academy of Sciences. 106 (52): 22073–22078. arXiv:1004.4791. Bibcode:2009PNAS..10622073G. doi:10.1073/pnas.0908366106. PMC 2799723. PMID 20018705.
Clauset, Aaron; Cristopher Moore; M. E. J. Newman (2008-05-01). "Hierarchical structure and the prediction of missing links in networks". Nature. 453 (7191): 98–101. arXiv:0811.0484. Bibcode:2008Natur.453...98C. doi:10.1038/nature06830. ISSN 0028-0836. PMID 18451861. S2CID 278058.
T.S. Evans (2010). "Clique Graphs and Overlapping Communities". J. Stat. Mech. 2010 (12): P12037. arXiv:1009.0638. Bibcode:2010JSMTE..12..037E. doi:10.1088/1742-5468/2010/12/P12037. S2CID 2783670.
G. Palla; I. Derényi; I. Farkas; T. Vicsek (2005). "Uncovering the overlapping community structure of complex networks in nature and society". Nature. 435 (7043): 814–818. arXiv:physics/0506133. Bibcode:2005Natur.435..814P. doi:10.1038/nature03607. PMID 15944704. S2CID 3250746.
Bruno, Matteo (21 Jun 2019). "Community Detection in the Hyperbolic Space". arXiv:1906.09082 [physics.soc-ph].
A. Lancichinetti; S. Fortunato; F. Radicchi (2008). "Benchmark graphs for testing community detection algorithms". Phys. Rev. E. 78 (4): 046110. arXiv:0805.4770. Bibcode:2008PhRvE..78d6110L. doi:10.1103/PhysRevE.78.046110. PMID 18999496. S2CID 18481617.
Fathi, Reza (April 2019). "Efficient Distributed Community Detection in the Stochastic Block Model". arXiv:1904.07494 [cs.DC].
M. Q. Pasta; F. Zaidi (2017). "Leveraging Evolution Dynamics to Generate Benchmark Complex Networks with Community Structures". arXiv:1606.01169 [cs.SI].
Reichardt, J.; Leone, M. (2008). "(Un)detectable Cluster Structure in Sparse Networks". Phys. Rev. Lett. 101 (78701): 1–4. arXiv:0711.1452. Bibcode:2008PhRvL.101g8701R. doi:10.1103/PhysRevLett.101.078701. PMID 18764586. S2CID 41197281.
Decelle, A.; Krzakala, F.; Moore, C.; Zdeborová, L. (2011). "Inference and Phase Transitions in the Detection of Modules in Sparse Networks". Phys. Rev. Lett. 107 (65701): 1–5. arXiv:1102.1182. Bibcode:2011PhRvL.107f5701D. doi:10.1103/PhysRevLett.107.065701. PMID 21902340. S2CID 18399723.
Nadakuditi, R.R; Newman, M.E.J. (2012). "Graph Spectra and the Detectability of Community Structure in Networks". Phys. Rev. Lett. 108 (188701): 1–5. arXiv:1205.1813. Bibcode:2012PhRvL.108r8701N. doi:10.1103/PhysRevLett.108.188701. PMID 22681123. S2CID 11820036.

auburn.edu

pasl.eng.auburn.edu

"Lightning-fast Community Detection in Social Media: A Scalable Implementation of the Louvain Algorithm" (PDF). Auburn University. 2013. S2CID 16164925.^{[dead link]}

doi.org

M. Girvan; M. E. J. Newman (2002). "Community structure in social and biological networks". Proc. Natl. Acad. Sci. USA. 99 (12): 7821–7826. arXiv:cond-mat/0112110. Bibcode:2002PNAS...99.7821G. doi:10.1073/pnas.122653799. PMC 122977. PMID 12060727.
S. Fortunato (2010). "Community detection in graphs". Phys. Rep. 486 (3–5): 75–174. arXiv:0906.0612. Bibcode:2010PhR...486...75F. doi:10.1016/j.physrep.2009.11.002. S2CID 10211629.
F. D. Malliaros; M. Vazirgiannis (2013). "Clustering and community detection in directed networks: A survey". Phys. Rep. 533 (4): 95–142. arXiv:1308.0971. Bibcode:2013PhR...533...95M. doi:10.1016/j.physrep.2013.08.002. S2CID 15006738.
Fani, Hossein; Bagheri, Ebrahim (2017). "Community detection in social networks". Encyclopedia with Semantic Computing and Robotic Intelligence. Vol. 1. pp. 1630001 [8]. doi:10.1142/S2425038416300019. S2CID 52471002.
Hamdaqa, Mohammad; Tahvildari, Ladan; LaChapelle, Neil; Campbell, Brian (2014). "Cultural Scene Detection Using Reverse Louvain Optimization". Science of Computer Programming. 95: 44–72. doi:10.1016/j.scico.2014.01.006. Archived from the original on 2020-08-07. Retrieved 2019-08-29.
M.E.J.Neman (2006). "Finding community structure in networks using the eigenvectors of matrices". Phys. Rev. E. 74 (3): 1–19. arXiv:physics/0605087. Bibcode:2006PhRvE..74c6104N. doi:10.1103/PhysRevE.74.036104. PMID 17025705. S2CID 138996.
Zare, Habil; P. Shooshtari; A. Gupta; R. Brinkman (2010). "Data reduction for spectral clustering to analyze high throughput flow cytometry data". BMC Bioinformatics. 11 (1): 403. doi:10.1186/1471-2105-11-403. PMC 2923634. PMID 20667133.
Aaron Clauset; Cristopher Moore; M.E.J. Newman (2008). "Hierarchical structure and the prediction of missing links in networks". Nature. 453 (7191): 98–101. arXiv:0811.0484. Bibcode:2008Natur.453...98C. doi:10.1038/nature06830. PMID 18451861. S2CID 278058.
M. E. J. Newman (2004). "Detecting community structure in networks". Eur. Phys. J. B. 38 (2): 321–330. Bibcode:2004EPJB...38..321N. doi:10.1140/epjb/e2004-00124-y. hdl:2027.42/43867. S2CID 15412738.
Alvarez, Alejandro J.; Sanz-Rodríguez, Carlos E.; Cabrera, Juan Luis (2015-12-13). "Weighting dissimilarities to detect communities in networks". Phil. Trans. R. Soc. A. 373 (2056): 20150108. Bibcode:2015RSPTA.37350108A. doi:10.1098/rsta.2015.0108. ISSN 1364-503X. PMID 26527808.
Ahn, Y.-Y.; Bagrow, J.P.; Lehmann, S. (2010). "Link communities reveal multi-scale complexity in networks". Nature. 466 (7307): 761–764. arXiv:0903.3178. Bibcode:2010Natur.466..761A. doi:10.1038/nature09182. PMID 20562860. S2CID 4404822.
Pascual-García, Alberto; Bell, Thomas (2020). "functionInk: An efficient method to detect functional groups in multidimensional networks reveals the hidden structure of ecological communities". Methods Ecol Evol. 11 (7): 804–817. doi:10.1111/2041-210X.13377. S2CID 214033410.
M. E. J. Newman (2004). "Fast algorithm for detecting community structure in networks". Phys. Rev. E. 69 (6): 066133. arXiv:cond-mat/0309508. Bibcode:2004PhRvE..69f6133N. doi:10.1103/PhysRevE.69.066133. PMID 15244693. S2CID 301750.
L. Danon; J. Duch; A. Díaz-Guilera; A. Arenas (2005). "Comparing community structure identification". J. Stat. Mech. 2005 (9): P09008. arXiv:cond-mat/0505245. Bibcode:2005JSMTE..09..008D. doi:10.1088/1742-5468/2005/09/P09008. S2CID 14798969.
R. Guimera; L. A. N. Amaral (2005). "Functional cartography of complex metabolic networks". Nature. 433 (7028): 895–900. arXiv:q-bio/0502035. Bibcode:2005Natur.433..895G. doi:10.1038/nature03288. PMC 2175124. PMID 15729348.
V.D. Blondel; J.-L. Guillaume; R. Lambiotte; E. Lefebvre (2008). "Fast unfolding of community hierarchies in large networks". J. Stat. Mech. 2008 (10): P10008. arXiv:0803.0476. Bibcode:2008JSMTE..10..008B. doi:10.1088/1742-5468/2008/10/P10008. S2CID 334423.
S. Fortunato; M. Barthelemy (2007). "Resolution limit in community detection". Proceedings of the National Academy of Sciences of the United States of America. 104 (1): 36–41. arXiv:physics/0607100. Bibcode:2007PNAS..104...36F. doi:10.1073/pnas.0605965104. PMC 1765466. PMID 17190818.
B. H. Good; Y.-A. de Montjoye; A. Clauset (2010). "The performance of modularity maximization in practical contexts". Phys. Rev. E. 81 (4): 046106. arXiv:0910.0165. Bibcode:2010PhRvE..81d6106G. doi:10.1103/PhysRevE.81.046106. PMID 20481785. S2CID 16564204.
Holland, Paul W.; Kathryn Blackmond Laskey; Samuel Leinhardt (June 1983). "Stochastic blockmodels: First steps". Social Networks. 5 (2): 109–137. doi:10.1016/0378-8733(83)90021-7. ISSN 0378-8733. S2CID 34098453.
Ball, Brian; Brian Karrer; M. E. J. Newman (2011). "Efficient and principled method for detecting communities in networks". Physical Review E. 84 (3): 036103. arXiv:1104.3590. Bibcode:2011PhRvE..84c6103B. doi:10.1103/PhysRevE.84.036103. PMID 22060452. S2CID 14204351.
Karrer, Brian; M. E. J. Newman (2011-01-21). "Stochastic blockmodels and community structure in networks". Physical Review E. 83 (1): 016107. arXiv:1008.3926. Bibcode:2011PhRvE..83a6107K. doi:10.1103/PhysRevE.83.016107. PMID 21405744. S2CID 9068097.
Peixoto, Tiago P. (2014-03-24). "Hierarchical Block Structures and High-Resolution Model Selection in Large Networks". Physical Review X. 4 (1): 011047. arXiv:1310.4377. Bibcode:2014PhRvX...4a1047P. doi:10.1103/PhysRevX.4.011047. S2CID 5841379.
Martin Rosvall; Carl T. Bergstrom (2007). "An information-theoretic framework for resolving community structure in complex networks". Proceedings of the National Academy of Sciences of the United States of America. 104 (18): 7327–7331. arXiv:physics/0612035. Bibcode:2007PNAS..104.7327R. doi:10.1073/pnas.0611034104. PMC 1855072. PMID 17452639.
P. Peixoto, T. (2013). "Parsimonious Module Inference in Large Networks". Phys. Rev. Lett. 110 (14): 148701. arXiv:1212.4794. Bibcode:2013PhRvL.110n8701P. doi:10.1103/PhysRevLett.110.148701. PMID 25167049. S2CID 2668815.
P. Peixoto, T. (2019). "Bayesian stochastic blockmodeling". Advances in Network Clustering and Blockmodeling. pp. 289–332. arXiv:1705.10225. doi:10.1002/9781119483298.ch11. ISBN 978-1-119-22470-9. S2CID 62900189.
Yan, Xiaoran; Jacob E. Jensen; Florent Krzakala; Cristopher Moore; Cosma Rohilla Shalizi; Lenka Zdeborová; Pan Zhang; Yaojia Zhu (2012-07-17). "Model Selection for Degree-corrected Block Models". Journal of Statistical Mechanics: Theory and Experiment. 2014 (5): P05007. arXiv:1207.3994. Bibcode:2014JSMTE..05..007Y. doi:10.1088/1742-5468/2014/05/P05007. PMC 4498413. PMID 26167197.
Gopalan, Prem K.; David M. Blei (2013-09-03). "Efficient discovery of overlapping communities in massive networks". Proceedings of the National Academy of Sciences. 110 (36): 14534–14539. Bibcode:2013PNAS..11014534G. doi:10.1073/pnas.1221839110. ISSN 0027-8424. PMC 3767539. PMID 23950224.
Decelle, Aurelien; Florent Krzakala; Cristopher Moore; Lenka Zdeborová (2011-12-12). "Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications". Physical Review E. 84 (6): 066106. arXiv:1109.3041. Bibcode:2011PhRvE..84f6106D. doi:10.1103/PhysRevE.84.066106. PMID 22304154. S2CID 15788070.
Peixoto, Tiago P. (2014-01-13). "Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models". Physical Review E. 89 (1): 012804. arXiv:1310.4378. Bibcode:2014PhRvE..89a2804P. doi:10.1103/PhysRevE.89.012804. PMID 24580278. S2CID 2674083.
Guimerà, Roger; Marta Sales-Pardo (2009-12-29). "Missing and spurious interactions and the reconstruction of complex networks". Proceedings of the National Academy of Sciences. 106 (52): 22073–22078. arXiv:1004.4791. Bibcode:2009PNAS..10622073G. doi:10.1073/pnas.0908366106. PMC 2799723. PMID 20018705.
Clauset, Aaron; Cristopher Moore; M. E. J. Newman (2008-05-01). "Hierarchical structure and the prediction of missing links in networks". Nature. 453 (7191): 98–101. arXiv:0811.0484. Bibcode:2008Natur.453...98C. doi:10.1038/nature06830. ISSN 0028-0836. PMID 18451861. S2CID 278058.
T.S. Evans (2010). "Clique Graphs and Overlapping Communities". J. Stat. Mech. 2010 (12): P12037. arXiv:1009.0638. Bibcode:2010JSMTE..12..037E. doi:10.1088/1742-5468/2010/12/P12037. S2CID 2783670.
G. Palla; I. Derényi; I. Farkas; T. Vicsek (2005). "Uncovering the overlapping community structure of complex networks in nature and society". Nature. 435 (7043): 814–818. arXiv:physics/0506133. Bibcode:2005Natur.435..814P. doi:10.1038/nature03607. PMID 15944704. S2CID 3250746.
Škrlj, Blaž; Kralj, Jan; Lavrač, Nada (2020-11-01). "Embedding-based Silhouette community detection". Machine Learning. 109 (11): 2161–2193. doi:10.1007/s10994-020-05882-8. ISSN 1573-0565. PMC 7652809. PMID 33191975.
Condon, A.; Karp, R. M. (2001). "Algorithms for graph partitioning on the planted partition model". Random Struct. Algor. 18 (2): 116–140. CiteSeerX 10.1.1.22.4340. doi:10.1002/1098-2418(200103)18:2<116::AID-RSA1001>3.0.CO;2-2.
A. Lancichinetti; S. Fortunato; F. Radicchi (2008). "Benchmark graphs for testing community detection algorithms". Phys. Rev. E. 78 (4): 046110. arXiv:0805.4770. Bibcode:2008PhRvE..78d6110L. doi:10.1103/PhysRevE.78.046110. PMID 18999496. S2CID 18481617.
Pasta, M. Q.; Zaidi, F. (2017). "Topology of Complex Networks and Performance Limitations of Community Detection Algorithms". IEEE Access. 5: 10901–10914. doi:10.1109/ACCESS.2017.2714018.
Reichardt, J.; Leone, M. (2008). "(Un)detectable Cluster Structure in Sparse Networks". Phys. Rev. Lett. 101 (78701): 1–4. arXiv:0711.1452. Bibcode:2008PhRvL.101g8701R. doi:10.1103/PhysRevLett.101.078701. PMID 18764586. S2CID 41197281.
Decelle, A.; Krzakala, F.; Moore, C.; Zdeborová, L. (2011). "Inference and Phase Transitions in the Detection of Modules in Sparse Networks". Phys. Rev. Lett. 107 (65701): 1–5. arXiv:1102.1182. Bibcode:2011PhRvL.107f5701D. doi:10.1103/PhysRevLett.107.065701. PMID 21902340. S2CID 18399723.
Nadakuditi, R.R; Newman, M.E.J. (2012). "Graph Spectra and the Detectability of Community Structure in Networks". Phys. Rev. Lett. 108 (188701): 1–5. arXiv:1205.1813. Bibcode:2012PhRvL.108r8701N. doi:10.1103/PhysRevLett.108.188701. PMID 22681123. S2CID 11820036.

handle.net

hdl.handle.net

M. E. J. Newman (2004). "Detecting community structure in networks". Eur. Phys. J. B. 38 (2): 321–330. Bibcode:2004EPJB...38..321N. doi:10.1140/epjb/e2004-00124-y. hdl:2027.42/43867. S2CID 15412738.

harvard.edu

ui.adsabs.harvard.edu

M. Girvan; M. E. J. Newman (2002). "Community structure in social and biological networks". Proc. Natl. Acad. Sci. USA. 99 (12): 7821–7826. arXiv:cond-mat/0112110. Bibcode:2002PNAS...99.7821G. doi:10.1073/pnas.122653799. PMC 122977. PMID 12060727.
S. Fortunato (2010). "Community detection in graphs". Phys. Rep. 486 (3–5): 75–174. arXiv:0906.0612. Bibcode:2010PhR...486...75F. doi:10.1016/j.physrep.2009.11.002. S2CID 10211629.
F. D. Malliaros; M. Vazirgiannis (2013). "Clustering and community detection in directed networks: A survey". Phys. Rep. 533 (4): 95–142. arXiv:1308.0971. Bibcode:2013PhR...533...95M. doi:10.1016/j.physrep.2013.08.002. S2CID 15006738.
M.E.J.Neman (2006). "Finding community structure in networks using the eigenvectors of matrices". Phys. Rev. E. 74 (3): 1–19. arXiv:physics/0605087. Bibcode:2006PhRvE..74c6104N. doi:10.1103/PhysRevE.74.036104. PMID 17025705. S2CID 138996.
Aaron Clauset; Cristopher Moore; M.E.J. Newman (2008). "Hierarchical structure and the prediction of missing links in networks". Nature. 453 (7191): 98–101. arXiv:0811.0484. Bibcode:2008Natur.453...98C. doi:10.1038/nature06830. PMID 18451861. S2CID 278058.
M. E. J. Newman (2004). "Detecting community structure in networks". Eur. Phys. J. B. 38 (2): 321–330. Bibcode:2004EPJB...38..321N. doi:10.1140/epjb/e2004-00124-y. hdl:2027.42/43867. S2CID 15412738.
Alvarez, Alejandro J.; Sanz-Rodríguez, Carlos E.; Cabrera, Juan Luis (2015-12-13). "Weighting dissimilarities to detect communities in networks". Phil. Trans. R. Soc. A. 373 (2056): 20150108. Bibcode:2015RSPTA.37350108A. doi:10.1098/rsta.2015.0108. ISSN 1364-503X. PMID 26527808.
Ahn, Y.-Y.; Bagrow, J.P.; Lehmann, S. (2010). "Link communities reveal multi-scale complexity in networks". Nature. 466 (7307): 761–764. arXiv:0903.3178. Bibcode:2010Natur.466..761A. doi:10.1038/nature09182. PMID 20562860. S2CID 4404822.
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nih.gov

pubmed.ncbi.nlm.nih.gov

M. Girvan; M. E. J. Newman (2002). "Community structure in social and biological networks". Proc. Natl. Acad. Sci. USA. 99 (12): 7821–7826. arXiv:cond-mat/0112110. Bibcode:2002PNAS...99.7821G. doi:10.1073/pnas.122653799. PMC 122977. PMID 12060727.
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ncbi.nlm.nih.gov

M. Girvan; M. E. J. Newman (2002). "Community structure in social and biological networks". Proc. Natl. Acad. Sci. USA. 99 (12): 7821–7826. arXiv:cond-mat/0112110. Bibcode:2002PNAS...99.7821G. doi:10.1073/pnas.122653799. PMC 122977. PMID 12060727.
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R. Guimera; L. A. N. Amaral (2005). "Functional cartography of complex metabolic networks". Nature. 433 (7028): 895–900. arXiv:q-bio/0502035. Bibcode:2005Natur.433..895G. doi:10.1038/nature03288. PMC 2175124. PMID 15729348.
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Guimerà, Roger; Marta Sales-Pardo (2009-12-29). "Missing and spurious interactions and the reconstruction of complex networks". Proceedings of the National Academy of Sciences. 106 (52): 22073–22078. arXiv:1004.4791. Bibcode:2009PNAS..10622073G. doi:10.1073/pnas.0908366106. PMC 2799723. PMID 20018705.
Škrlj, Blaž; Kralj, Jan; Lavrač, Nada (2020-11-01). "Embedding-based Silhouette community detection". Machine Learning. 109 (11): 2161–2193. doi:10.1007/s10994-020-05882-8. ISSN 1573-0565. PMC 7652809. PMID 33191975.

psu.edu

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