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We present a novel hierarchical graph clustering algorithm inspired by modularity-based clustering techniques.
Hierarchical grouping to optimize an objective function
Ward, J. H. (1963) · 1963
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Detecting network communities: a new systematic and efficient algorithm
Donetti, L. and Munoz, M. A. (2004) · 2004
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Fast algorithm for detecting community structure in networks
Newman, M. E. (2004) · 2004
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Finding and evaluating community structure in networks
Newman, M. E. and Girvan, M. (2004) · 2004
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Computing communities in large networks using random walks
Pons, P. and Latapy, M. (2005) · 2005
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Statistical mechanics of community detection
Reichardt, J. and Bornholdt, S. (2006) · 2006
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Resolution limit in community detection
Fortunato, S. and Barthelemy, M. (2007) · 2007
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A tutorial on spectral clustering
Luxburg, U. (2007) · 2007
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Extracting the hierarchical organization of complex systems
Sales-Pardo, M., Guimera, R., Moreira, A. A., and Amaral, L. A. N. (2007) · 2007
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Analysis of the structure of complex networks at different resolution levels
Arenas, A., Fernandez, A., and Gomez, S. (2008) · 2008
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Fast unfolding of communities in large networks
Blondel, V. D., Guillaume, J.-L., Lambiotte, R., and Lefebvre, E. (2008) · 2008
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Hierarchical structure and the prediction of missing links in networks
Clauset, A., Moore, C., and Newman, M. E. (2008) · 2008
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Detecting the overlapping and hierarchical community structure in complex networks
Lancichinetti, A., Fortunato, S., and Kertész, J. (2009) · 2009
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Multiresolution community detection for megascale networks by information-based replica correlations
Ronhovde, P. and Nussinov, Z. (2009) · 2009
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Wikispeedia: An online game for inferring semantic distances between concepts
Algorithms for hierarchical clustering: an overview
Murtagh, F. and Contreras, P. (2012) · 2012
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Human wayfinding in information networks
West, R. and Leskovec, J. (2012) · 2012
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Random walks, Markov processes and the multiscale modular organization of complex networks
Lambiotte, R., Delvenne, J.-C., and Barahona, M. (2014) · 2014
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SNAP Datasets: Stanford Large Network Dataset Collection
Leskovec, J., and Krevl, A. (2014) · 2014
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Graph wavelets for multiscale community mining
Tremblay, N. and Borgnat, P. (2014) · 2014
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A cost function for similarity-based hierarchical clustering
Dasgupta, S. (2016) · 2016
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West, R., Pineau, J., and Precup, D. (2009) · 2009
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Shrink: A structural clustering algorithm for detecting hierarchical communities in networks
Huang, J., Sun, H., Han, J., Deng, H., Sun, Y., and Liu, Y. (2010) · 2010
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A general probabilistic framework for detecting community structure in networks
Chang, C.-S., Hsu, C.-Y., Cheng, J., and Lee, D.-S. (2011) · 2011
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Limits of modularity maximization in community detection
Lancichinetti, A. and Fortunato, S. (2011) · 2011
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Community detection in networks: Modularity optimization and maximum likelihood are equivalent
Newman, M. (2016) · 2016
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Community detection and classification in hierarchical stochastic blockmodels
Lyzinski, V., Tang, M., Athreya, A., Park, Y., and Priebe, C. E. (2017) · 2017
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Hierarchical clustering: Objective functions and algorithms
Cohen-Addad, V., Kanade, V., Mallmann-Trenn, F., and Mathieu, C. (2018) · 2018
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