Attributed Networks Partitioning Based on Modularity Optimization

[1]  Mathias Géry,et al.  I-Louvain: An Attributed Graph Clustering Method , 2015, IDA.

[2]  Alex Arenas,et al.  Analysis of the structure of complex networks at different resolution levels , 2007, physics/0703218.

[3]  Charles-Edmond Bichot,et al.  Graph Partitioning: Bichot/Graph Partitioning , 2013 .

[4]  Marc Plantevit,et al.  Mining Graph Topological Patterns: Finding Covariations among Vertex Descriptors , 2013, IEEE Transactions on Knowledge and Data Engineering.

[5]  M E J Newman,et al.  Community structure in social and biological networks , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[6]  M E J Newman,et al.  Modularity and community structure in networks. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[7]  Satu Elisa Schaeffer,et al.  Graph Clustering , 2017, Encyclopedia of Machine Learning and Data Mining.

[8]  Osmar R. Zaïane,et al.  DANCer: dynamic attributed networks with community structure generation , 2017, Knowledge and Information Systems.

[9]  Hong Cheng,et al.  Graph Clustering Based on Structural/Attribute Similarities , 2009, Proc. VLDB Endow..

[10]  François Poulet,et al.  Entropy based community detection in augmented social networks , 2011, 2011 International Conference on Computational Aspects of Social Networks (CASoN).

[11]  Santo Fortunato,et al.  Community detection in networks: A user guide , 2016, ArXiv.

[12]  R. Lambiotte,et al.  Multilevel Local Optimization of Modularity , 2013 .

[13]  Mark E. J. Newman,et al.  Stochastic blockmodels and community structure in networks , 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.

[14]  Brian W. Kernighan,et al.  An efficient heuristic procedure for partitioning graphs , 1970, Bell Syst. Tech. J..

[15]  Thomas Seidl,et al.  DB-CSC: A Density-Based Approach for Subspace Clustering in Graphs with Feature Vectors , 2011, ECML/PKDD.

[16]  J. Reichardt,et al.  Statistical mechanics of community detection. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[17]  Chris H. Q. Ding,et al.  A min-max cut algorithm for graph partitioning and data clustering , 2001, Proceedings 2001 IEEE International Conference on Data Mining.

[18]  Srinivasan Parthasarathy,et al.  Efficient community detection in large networks using content and links , 2012, WWW.

[19]  Emmanuel Viennet,et al.  Community Detection based on Structural and Attribute Similarities , 2012, ICDS 2012.

[20]  Jean-Loup Guillaume,et al.  Fast unfolding of community hierarchies in large networks , 2008, ArXiv.

[21]  Mark Newman,et al.  Detecting community structure in networks , 2004 .

[22]  Stephen G. Kobourov,et al.  Analysis of Network Clustering Algorithms and Cluster Quality Metrics at Scale , 2016, PloS one.

[23]  Rong Ge,et al.  Joint cluster analysis of attribute data and relationship data , 2008, SDM.

[24]  Santo Fortunato,et al.  Community detection in graphs , 2009, ArXiv.

[25]  Di Jin,et al.  Using Deep Learning for Community Discovery in Social Networks , 2017, 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI).

[26]  Ji-Rong Wen,et al.  Scalable community discovery on textual data with relations , 2008, CIKM '08.

[27]  Andrea Lancichinetti,et al.  Community detection algorithms: a comparative analysis: invited presentation, extended abstract , 2009, VALUETOOLS.

[28]  M E J Newman,et al.  Finding and evaluating community structure in networks. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[29]  Martine Collard,et al.  From Frequent Features to Frequent Social Links , 2013, Int. J. Inf. Syst. Model. Des..

[30]  Joydeep Ghosh,et al.  Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions , 2002, J. Mach. Learn. Res..

[31]  Thomas Seidl,et al.  Subspace Clustering Meets Dense Subgraph Mining: A Synthesis of Two Paradigms , 2010, 2010 IEEE International Conference on Data Mining.

[32]  Hong Cheng,et al.  Clustering Large Attributed Graphs: An Efficient Incremental Approach , 2010, 2010 IEEE International Conference on Data Mining.

[33]  Mark E. J. Newman,et al.  Generalized communities in networks , 2015, Physical review letters.

[34]  Nitesh V. Chawla,et al.  Community Detection in a Large Real-World Social Network , 2008 .

[35]  Jure Leskovec,et al.  Community Detection in Networks with Node Attributes , 2013, 2013 IEEE 13th International Conference on Data Mining.

[36]  Xiaobao Wang,et al.  Identification of Generalized Communities with Semantics in Networks with Content , 2017, 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI).

[37]  Leto Peel,et al.  The ground truth about metadata and community detection in networks , 2016, Science Advances.

[38]  Rong Ge,et al.  Joint cluster analysis of attribute and relationship data withouta-priori specification of the number of clusters , 2007, KDD '07.

[39]  Srinivasan Parthasarathy,et al.  Scalable graph clustering using stochastic flows: applications to community discovery , 2009, KDD.

[40]  Robert E. Tarjan,et al.  Graph Clustering and Minimum Cut Trees , 2004, Internet Math..

[41]  Mathias Géry,et al.  Combining Relations and Text in Scientific Network Clustering , 2012, 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining.

[42]  Ulrike von Luxburg,et al.  A tutorial on spectral clustering , 2007, Stat. Comput..

[43]  Zhao Yang,et al.  A Comparative Analysis of Community Detection Algorithms on Artificial Networks , 2016, Scientific Reports.