-
1
-
-
84880243365
-
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
-
-
3543081155
-
-
Ph.D Dissertation. Gatsby Computational Neuroscience Unit, University College London
-
Matthew J. Beal. 2003. Variational Algorithms for Approximate Bayesian Inference. Ph.D. Dissertation. Gatsby Computational Neuroscience Unit, University College London
-
(2003)
Variational Algorithms for Approximate Bayesian Inference
-
-
Beal, M.J.1
-
3
-
-
9444259451
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
26
-
-
84862690118
-
Amodel-based approach to attributed graph clustering
-
ACM, New York, NY
-
Zhiqiang Xu, YipingKe, YiWang, Hong Cheng, and James Cheng. 2012. Amodel-based approach to attributed graph clustering. In Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data (SIGMOD'12). ACM, New York, NY, 505-516. DOI:http://dx.doi.org/10.1145/2213836.2213894
-
(2012)
Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data (SIGMOD'12)
, pp. 505-516
-
-
Xu, Z.1
Yiwang, Y.2
Cheng, H.3
Cheng, J.4
-
27
-
-
80053165998
-
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
-
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
-
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
-
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
-
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
|