Validation of community robustness
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DOI: 10.1016/j.csda.2017.10.006
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References listed on IDEAS
- Alessia Pini & Simone Vantini, 2016. "The interval testing procedure: A general framework for inference in functional data analysis," Biometrics, The International Biometric Society, vol. 72(3), pages 835-845, September.
- Martin Rosvall & Carl T Bergstrom, 2010. "Mapping Change in Large Networks," PLOS ONE, Public Library of Science, vol. 5(1), pages 1-7, January.
- Gina-Maria Pomann & Ana-Maria Staicu & Sujit Ghosh, 2016. "A two-sample distribution-free test for functional data with application to a diffusion tensor imaging study of multiple sclerosis," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 65(3), pages 395-414, April.
- Luisa Cutillo & Annamaria Carissimo & Silvia Figini, 2012. "Network Selection: A Method for Ranked Lists Selection," PLOS ONE, Public Library of Science, vol. 7(8), pages 1-13, August.
- Andrea Lancichinetti & Filippo Radicchi & José J Ramasco & Santo Fortunato, 2011. "Finding Statistically Significant Communities in Networks," PLOS ONE, Public Library of Science, vol. 6(4), pages 1-18, April.
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Cited by:
- Mirko Signorelli & Luisa Cutillo, 2022. "On community structure validation in real networks," Computational Statistics, Springer, vol. 37(3), pages 1165-1183, July.
- Tian, Yahui & Gel, Yulia R., 2019. "Fusing data depth with complex networks: Community detection with prior information," Computational Statistics & Data Analysis, Elsevier, vol. 139(C), pages 99-116.
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Keywords
Community; Network; Variation of information; Multiple testing;All these keywords.
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