Community detection algorithms: A comparative analysis (original) (raw)

Qualitative Comparison of Community Detection Algorithms

Hocine Cherifi

2011

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A Comparison of Community Detection Algorithms on Artificial Networks

Günce Orman

2009

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Benchmark graphs for testing community detection algorithms

Filippo Radicchi

Physical Review E, 2008

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Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities

S. Fortunato

Physical Review E, 2009

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Hierarchical benchmark graphs for testing community detection algorithms

Juan Ignacio Perotti

Physical review. E, 2017

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Analysis of Communities Detection Algorithms in Complex Networks

Glenda Botelho

International Journal of Computer Applications

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On Accuracy of Community Structure Discovery Algorithms

Hocine Cherifi

2011

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The many facets of community detection in complex networks

Renaud Lambiotte

Applied Network Science, 2017

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Community detection in graphs

Hien Nguyen

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"Communities in Networks: An empirical and comparative Study of some Detection Methods"

Baptiste Jungers

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Comparative evaluation of community detection algorithms: a topological approach

Hocine Cherifi

2012

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Topology of Complex Networks and Performance Limitations of Community Detection Algorithms

Faraz Zaidi

IEEE Access, 2017

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Self-contained algorithms to detect communities in networks

Filippo Radicchi

European Physical Journal B, 2004

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High Quality, Scalable and Parallel Community Detection for Large Real Graphs

Arnau Prat

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Various Approaches of Community Detection in Complex Networks: A Glance

abhay mahajan

International Journal of Information Technology and Computer Science, 2016

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Empirical comparison of algorithms for network community detection

Jure Leskovec

2010

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A Generalized and Adaptive Method for Community Detection

Romain Campigotto

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How to Choose Community Detection Methods in Complex Networks

Inna Lyubareva

HAL (Le Centre pour la Communication Scientifique Directe), 2021

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Community detection in complex networks using extremal optimization

JORDI DUCH

Physical Review E, 2005

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A distributed algorithm for community detection in large graphs

Costas Panagiotakis

Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining - ASONAM '13, 2013

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A Novel Approach to Evaluate Community Detection Algorithms on Ground Truth

Giulio Rossetti

Studies in Computational Intelligence, 2016

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A new Pre-processing Strategy for Improving Community Detection Algorithms

mai saad

International Journal of Computer Applications, 2015

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The art of community detection

Natali Gulbahce

BioEssays, 2008

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The Effect of Network Realism on Community Detection Algorithms

Günce Orman

2010

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Community detection algorithm evaluation with ground-truth data

Atef Hamouda

Physica A: Statistical Mechanics and its Applications, 2018

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Efficient and principled method for detecting communities.pdf

Adil Awan

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Communities Detection in Large Networks

Francesca Colaiori

Algorithms and Models for …, 2004

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On the use of local structural properties for improving the efficiency of hierarchical community detection methods

Fernando Berzal

ArXiv, 2020

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A Comprehensive Analysis of Various Community Detection Algorithm.pdf

Publishing India Group

Publishing India Group , 2016

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Community detection in social networks

Hossein Fani

Proceedings of the VLDB Endowment, 2015

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An Empirical Study of Community Detection Algorithms on Social and Road Networks

Waqas Nawaz

ArXiv, 2019

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Detection of Communities in Complex Graphs Based on the Normalized Covariance Between Vertices

Abderrahim GHADI

2015

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