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Volumn 9, Issue 1, 2014, Pages

GBAGC: A general bayesian framework for attributed graph clustering

Author keywords

Attributed graph clustering; Bayesian method; Model based clustering

Indexed keywords

BAYESIAN NETWORKS; CLUSTERING ALGORITHMS; DATA MINING; GRAPHIC METHODS; LARGE DATASET;

EID: 84908165238     PISSN: 15564681     EISSN: 1556472X     Source Type: Journal    
DOI: 10.1145/2629616     Document Type: Article
Times cited : (72)

References (31)
  • 1
    • 84880243365 scopus 로고    scopus 로고
    • PICS: Parameter-free identification of cohesive subgroups in large attributed graphs
    • Leman Akoglu, Hanghang Tong, Brendan Meeder, and Christos Faloutsos. 2012. PICS: Parameter-free identification of cohesive subgroups in large attributed graphs. In SDM. 439-450
    • (2012) SDM , pp. 439-450
    • Akoglu, L.1    Tong, H.2    Meeder, B.3    Faloutsos, C.4
  • 2
  • 3
    • 9444259451 scopus 로고    scopus 로고
    • Latent dirichlet allocation
    • David M. Blei, Andrew Y. Ng, and Michael I. Jordan. 2001. Latent dirichlet allocation. In NIPS. 601-608
    • (2001) NIPS , pp. 601-608
    • Blei, D.M.1    Andrew, N.Y.2    Jordan, M.I.3
  • 5
    • 79952562794 scopus 로고    scopus 로고
    • Clustering large attributed graphs: A balance between structural and attribute similarities
    • 2011
    • Hong Cheng, Yang Zhou, and Jeffrey Xu Yu. 2011. Clustering large attributed graphs: A balance between structural and attribute similarities. TKDD 5, 2 (2011), 12
    • (2011) TKDD , vol.5 , Issue.2 , pp. 12
    • Cheng, H.1    Zhou, Y.2    Xu Yu, J.3
  • 6
    • 17444392177 scopus 로고    scopus 로고
    • The missing link-A probabilistic model of document content and hypertext connectivity
    • David Cohn and Thomas Hofmann. 2001. The missing link-A probabilistic model of document content and hypertext connectivity. In NIPS
    • (2001) NIPS
    • Cohn, D.1    Hofmann, T.2
  • 9
    • 1842637512 scopus 로고    scopus 로고
    • Mixed membership models of scientific publications
    • Elena Erosheva, Steve Fienberg, and John Lafferty. 2004. Mixed membership models of scientific publications. In PNAS
    • (2004) PNAS
    • Erosheva, E.1    Fienberg, S.2    Lafferty, J.3
  • 10
    • 84867086419 scopus 로고    scopus 로고
    • Prior distributions for variance parameters in hierarchical models
    • 2006
    • A. Gelman. 2006. Prior distributions for variance parameters in hierarchical models. Bayesian Analysis 1, 3 (2006), 515-534
    • (2006) Bayesian Analysis , vol.1 , Issue.3 , pp. 515-534
    • Gelman, A.1
  • 12
    • 26844544043 scopus 로고    scopus 로고
    • Automatic topic identification using webpage clustering
    • Xiaofeng He, Chris H. Q. Ding, Hongyuan Zha, and Horst D. Simon. 2001. Automatic topic identification using webpage clustering. In ICDM. 195-202
    • (2001) ICDM , pp. 195-202
    • He, X.1    Ding, Q.C.H.2    Zha, H.3    Simon, H.D.4
  • 14
    • 85026972772 scopus 로고    scopus 로고
    • Probabilistic latent semantic indexing
    • Thomas Hofmann. 1999. Probabilistic latent semantic indexing. In SIGIR. 50-57
    • (1999) SIGIR , pp. 50-57
    • Hofmann, T.1
  • 15
    • 0033225865 scopus 로고    scopus 로고
    • An introduction to variational methods for graphical models
    • 1999
    • Michael I. Jordan, Zoubin Ghahramani, Tommi Jaakkola, and Lawrence K. Saul. 1999. An introduction to variational methods for graphical models. Machine Learning 37, 2 (1999), 183-233
    • (1999) Machine Learning , vol.37 , Issue.2 , pp. 183-233
    • Jordan, M.I.1    Ghahramani, Z.2    Jaakkola, T.3    Saul, L.K.4
  • 16
    • 0002806618 scopus 로고    scopus 로고
    • Multilevel k-way partitioning scheme for irregular graphs
    • George Karypis and Vipin Kumar. 1998. Multilevel k-way partitioning scheme for irregular graphs. Journal of Parallel and Distributed Computing 48 (1998), 96-129
    • (1998) Journal of Parallel and Distributed Computing , vol.48 , Issue.1998 , pp. 96-129
    • Karypis, G.1    Kumar, V.2
  • 17
    • 65449120412 scopus 로고    scopus 로고
    • Joint latent topic models for text and citations
    • Ramesh Nallapati, Amr Ahmed, Eric P. Xing, and William W. Cohen. 2008. Joint latent topic models for text and citations. In KDD. 542-550
    • (2008) KDD , pp. 542-550
    • Nallapati, R.1    Ahmed, A.2    Xing, E.P.3    Cohen, W.W.4
  • 19
    • 41349096036 scopus 로고    scopus 로고
    • Analysis of weighted networks
    • M. E. J. Newman. 2004a. Analysis of weighted networks. Physical Review E 70 (2004)
    • (2004) Physical Review e , vol.70
    • Newman, M.E.J.1
  • 20
    • 42749100809 scopus 로고    scopus 로고
    • Fast algorithm for detecting community structure in networks
    • M. E. J. Newman. 2004b. Fast algorithm for detecting community structure in networks. Physical Review E 69 (2004), 066133
    • (2004) Physical Review e , vol.69 , Issue.2004 , pp. 066133
    • Newman, M.E.J.1
  • 21
    • 37649028224 scopus 로고    scopus 로고
    • Finding and evaluating community structure in networks
    • M. E. J. Newman and M. Girvan. 2004. Finding and evaluating community structure in networks. Physical Review E 69 (2004), 066113
    • (2004) Physical Review e , vol.69 , Issue.2004 , pp. 066113
    • Newman, M.E.J.1    Girvan, M.2
  • 24
    • 84863746209 scopus 로고    scopus 로고
    • Relation strength-aware clustering of heterogeneous information networks with incomplete attributes
    • 2012
    • Yizhou Sun, Charu C. Aggarwal, and Jiawei Han. 2012. Relation strength-aware clustering of heterogeneous information networks with incomplete attributes. PVLDB 5, 5 (2012), 394-405
    • (2012) PVLDB , vol.5 , Issue.5 , pp. 394-405
    • Sun, Y.1    Aggarwal, C.C.2    Han, J.3
  • 25
    • 34748827346 scopus 로고    scopus 로고
    • Fast random walk with restart and its applications
    • Hanghang Tong, Christos Faloutsos, and Jia-Yu Pan. 2006. Fast random walk with restart and its applications. In ICDM. 613-622
    • (2006) ICDM , pp. 613-622
    • Tong, H.1    Faloutsos, C.2    Pan, J.3
  • 27
    • 80053165998 scopus 로고    scopus 로고
    • A bayesian framework for community detection integrating content and link
    • Tianbao Yang, Rong Jin, Yun Chi, and Shenghuo Zhu. 2009a. A bayesian framework for community detection integrating content and link. In UAI. 615-622
    • (2009) UAI , pp. 615-622
    • Yang, T.1    Jin, R.2    Chi, Y.3    Zhu, S.4
  • 28
    • 70350679112 scopus 로고    scopus 로고
    • Combining link and content for community detection: A discriminative approach
    • Tianbao Yang, Rong Jin, Yun Chi, and Shenghuo Zhu. 2009b. Combining link and content for community detection: a discriminative approach. In KDD. 927-936
    • (2009) KDD , pp. 927-936
    • Yang, T.1    Jin, R.2    Chi, Y.3    Zhu, S.4
  • 29
    • 77951296086 scopus 로고    scopus 로고
    • Clustering based on random graph model embedding vertex features
    • 2010
    • Hugo Zanghi, Stevenn Volant, and Christophe Ambroise. 2010. Clustering based on random graph model embedding vertex features. Pattern Recognition Letters 31, 9 (2010), 830-836
    • (2010) Pattern Recognition Letters , vol.31 , Issue.9 , pp. 830-836
    • Zanghi, H.1    Volant, S.2    Ambroise, C.3
  • 30
    • 77955045035 scopus 로고    scopus 로고
    • Graph clustering based on structural/attribute similarities
    • 2009
    • Yang Zhou, Hong Cheng, and Jeffrey Xu Yu. 2009. Graph clustering based on structural/attribute similarities. PVLDB 2, 1 (2009), 718-729
    • (2009) PVLDB , vol.2 , Issue.1 , pp. 718-729
    • Zhou, Y.1    Cheng, H.2    Xu Yu, J.3
  • 31
    • 79951739260 scopus 로고    scopus 로고
    • Clustering large attributed graphs: An efficient incremental approach
    • Yang Zhou, Hong Cheng, and Jeffrey Xu Yu. 2010. Clustering large attributed graphs: An efficient incremental approach. In ICDM. 689-698.
    • (2010) ICDM , pp. 689-698
    • Zhou, Y.1    Cheng, H.2    Xu Yu, J.3


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