-
1
-
-
54249110594
-
Mixed membership stochastic blockmodels
-
Sep.
-
E. M. Airoldi, D. M. Blei, S. E. Fienberg, and E. P. Xing, "Mixed membership stochastic blockmodels," J. Mach. Learn. Res., vol. 9, pp. 1981-2014, Sep. 2008.
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 1981-2014
-
-
Airoldi, E.M.1
Blei, D.M.2
Fienberg, S.E.3
Xing, E.P.4
-
2
-
-
52649163923
-
Dynamic non-parametric mixture models and the recurrent chinese restaurant process: With applications to evolutionary clustering
-
A. Ahmed and E. P. Xing, "Dynamic non-parametric mixture models and the recurrent chinese restaurant process: With applications to evolutionary clustering," in Proc. SDM, 2008, pp. 219-230.
-
(2008)
Proc. SDM
, pp. 219-230
-
-
Ahmed, A.1
Xing, E.P.2
-
3
-
-
72449133333
-
An event-based framework for characterizing the evolutionary behavior of interaction graphs
-
Nov.
-
S. Asur, S. Parthasarathy, and D. Ucar, "An event-based framework for characterizing the evolutionary behavior of interaction graphs," ACM Trans. Knowl. Discov. Data, vol. 3, no. 4, pp. 16:1-16:36, Nov. 2009.
-
(2009)
ACM Trans. Knowl. Discov. Data
, vol.3
, Issue.4
, pp. 161-1636
-
-
Asur, S.1
Parthasarathy, S.2
Ucar, D.3
-
4
-
-
33749242628
-
Dynamic topic models
-
Pittsburgh, PA, USA
-
D. M. Blei and J. D. Lafferty, "Dynamic topic models," in Proc. ICML, Pittsburgh, PA, USA, 2006.
-
(2006)
Proc. ICML
-
-
Blei, D.M.1
Lafferty, J.D.2
-
5
-
-
36849005505
-
Evolutionary spectral clustering by incorporating temporal smoothness
-
San Jose, CA, USA
-
Y. Chi, X. Song, D. Zhou, K. Hino, and B. L. Tseng, "Evolutionary spectral clustering by incorporating temporal smoothness," in Proc. KDD, San Jose, CA, USA, 2007.
-
(2007)
Proc. KDD
-
-
Chi, Y.1
Song, X.2
Zhou, D.3
Hino, K.4
Tseng, B.L.5
-
6
-
-
71149093889
-
Dynamic mixed membership blockmodel for evolving networks
-
New York, NY, USA
-
W. Fu, L. Song, and E. P. Xing, "Dynamic mixed membership blockmodel for evolving networks," in Proc. ICML, New York, NY, USA, 2009.
-
(2009)
Proc. ICML
-
-
Fu, W.1
Song, L.2
Xing, E.P.3
-
7
-
-
34247111980
-
Model-based clustering for social networks
-
M. S. Handcock, A. E. Raftery, and J. M. Tantrum, "Model-based clustering for social networks," J. Roy. Stat. Soc. A, vol. 170, no. 2, pp. 301-354, 2007.
-
(2007)
J. Roy. Stat. Soc. A
, vol.170
, Issue.2
, pp. 301-354
-
-
Handcock, M.S.1
Raftery, A.E.2
Tantrum, J.M.3
-
8
-
-
74549121414
-
Detecting topic evolution in scientific literature: How can citations help?" in
-
Hong Kong
-
Q. He et al., "Detecting topic evolution in scientific literature: How can citations help?" in Proc. CIKM, Hong Kong, 2009.
-
(2009)
Proc. CIKM
-
-
He, Q.1
-
9
-
-
0036967824
-
Latent space approaches to social network analysis
-
P. D. Hoff, A. E. Raftery, and M. S. Handcock, "Latent space approaches to social network analysis," J. Am. Stat. Assoc., vol. 97, no. 460, pp. 1090-1098, 2001.
-
(2001)
J. Am. Stat. Assoc.
, vol.97
, Issue.460
, pp. 1090-1098
-
-
Hoff, P.D.1
Raftery, A.E.2
Handcock, M.S.3
-
10
-
-
85161983942
-
Dynamic infinite relational model for time-varying relational data analysis
-
K. Ishiguro, T. Iwata, N. Ueda, and J. B. Tenenbaum, "Dynamic infinite relational model for time-varying relational data analysis," in Proc. NIPS, 2010, pp. 919-927.
-
(2010)
Proc. NIPS
, pp. 919-927
-
-
Ishiguro, K.1
Iwata, T.2
Ueda, N.3
Tenenbaum, J.B.4
-
11
-
-
79851513672
-
A particle-and-density based evolutionary clustering method for dynamic networks
-
Lyon, France
-
M.-S. Kim and J. Han, "A particle-and-density based evolutionary clustering method for dynamic networks," in Proc. VLDB, Lyon, France, 2009.
-
(2009)
Proc. VLDB
-
-
Kim, M.-S.1
Han, J.2
-
12
-
-
84455194092
-
MetaFac: Community discovery via relational hypergraph factorization
-
Paris, France
-
Y.-R. Lin et al., "MetaFac: Community discovery via relational hypergraph factorization," in Proc. KDD, Paris, France, 2009.
-
(2009)
Proc. KDD
-
-
Lin, Y.-R.1
-
13
-
-
29244457315
-
Discovering evolutionary theme patterns from text: An exploration of temporal text mining
-
Chicago, IL, USA
-
Q. Mei and C. Zhai, "Discovering evolutionary theme patterns from text: An exploration of temporal text mining," in Proc. KDD, Chicago, IL, USA, 2005.
-
(2005)
Proc. KDD
-
-
Mei, Q.1
Zhai, C.2
-
14
-
-
65449120412
-
Joint latent topic models for text and citations
-
Las Vegas, NV, USA
-
R. M. Nallapati, A. Ahmed, E. P. Xing, and W. W. Cohen, "Joint latent topic models for text and citations," in Proc. KDD, Las Vegas, NV, USA, 2008.
-
(2008)
Proc. KDD
-
-
Nallapati, R.M.1
Ahmed, A.2
Xing, E.P.3
Cohen, W.W.4
-
15
-
-
77950032550
-
Markov chain sampling methods for Dirichlet process mixture models
-
R. M. Neal, "Markov chain sampling methods for Dirichlet process mixture models," J. Comput. Graph. Stat., vol. 9, no. 2, pp. 249-265, 2000.
-
(2000)
J. Comput. Graph. Stat.
, vol.9
, Issue.2
, pp. 249-265
-
-
Neal, R.M.1
-
16
-
-
33749468596
-
Finding community structure in networks using the eigenvectors of matrices
-
Sep.
-
M. E. J. Newman, "Finding community structure in networks using the eigenvectors of matrices," Phys. Rev. E, vol. 74, p. 036104, Sep. 2006.
-
(2006)
Phys. Rev. e
, vol.74
, pp. 036104
-
-
Newman, M.E.J.1
-
17
-
-
37649028224
-
Finding and evaluating community structure in networks
-
Feb.
-
M. E. J. Newman and M. Girvan, "Finding and evaluating community structure in networks," Phys. Rev. E, vol. 69, p. 026113, Feb. 2004.
-
(2004)
Phys. Rev. e
, vol.69
, pp. 026113
-
-
Newman, M.E.J.1
Girvan, M.2
-
18
-
-
56449123630
-
The dynamic hierarchical Dirichlet process
-
L. Ren, D. B. Dunson, and L. Carin, "The dynamic hierarchical Dirichlet process," in Proc. ICML, 2008.
-
(2008)
Proc. ICML
-
-
Ren, L.1
Dunson, D.B.2
Carin, L.3
-
19
-
-
36849035459
-
Dynamic social network analysis using latent space models
-
P. Sarkar and A. W. Moore, "Dynamic social network analysis using latent space models," SIGKDD Explor., vol. 7, no. 2, pp. 31-40, 2005.
-
(2005)
SIGKDD Explor.
, vol.7
, Issue.2
, pp. 31-40
-
-
Sarkar, P.1
Moore, A.W.2
-
20
-
-
0003314308
-
Markov chain Monte Carlo estimation of exponential
-
random graph models
-
T. A. B. Snijders, "Markov chain Monte Carlo estimation of exponential random graph models," J. Soc. Struct., vol. 3, no. 2, pp. 1-40, 2002.
-
(2002)
J. Soc. Struct.
, vol.3
, Issue.2
, pp. 1-40
-
-
Snijders, T.A.B.1
-
21
-
-
0041965980
-
Cluster ensembles-A knowledge reuse framework for combining multiple partitions
-
Dec.
-
A. Strehl and J. Ghosh, "Cluster ensembles-A knowledge reuse framework for combining multiple partitions," J. Mach. Learn. Res., vol. 3, pp. 583-617, Dec. 2002.
-
(2002)
J. Mach. Learn. Res.
, vol.3
, pp. 583-617
-
-
Strehl, A.1
Ghosh, J.2
-
22
-
-
77956249911
-
Community evolution detection in dynamic heterogeneous information networks
-
Washington, DC, USA
-
Y. Sun, J. Tang, J. Han, M. Gupta, and B. Zhao, "Community evolution detection in dynamic heterogeneous information networks," in Proc. MLG, Washington, DC, USA, 2010.
-
(2010)
Proc. MLG
-
-
Sun, Y.1
Tang, J.2
Han, J.3
Gupta, M.4
Zhao, B.5
-
23
-
-
70350625449
-
Ranking-based clustering of heterogeneous information networks with star network schema
-
Paris, France
-
Y. Sun, Y. Yu, and J. Han, "Ranking-based clustering of heterogeneous information networks with star network schema," in Proc. KDD, Paris, France, 2009.
-
(2009)
Proc. KDD
-
-
Sun, Y.1
Yu, Y.2
Han, J.3
-
24
-
-
65449147147
-
Community evolution in dynamic multi-mode networks
-
Las Vegas, NV, USA
-
L. Tang, H. Liu, J. Zhang, and Z. Nazeri, "Community evolution in dynamic multi-mode networks," in Proc. KDD, Las Vegas, NV, USA, 2008.
-
(2008)
Proc. KDD
-
-
Tang, L.1
Liu, H.2
Zhang, J.3
Nazeri, Z.4
-
25
-
-
77956217715
-
Dirichlet processes
-
New York, NY, USA, Springer
-
Y. W. Teh, "Dirichlet processes," in Encyclopedia Machine Learning. New York, NY, USA, Springer, 2010.
-
(2010)
Encyclopedia Machine Learning
-
-
Teh, Y.W.1
-
26
-
-
33749249312
-
Hierarchical Dirichlet processes
-
Y. W. Teh, M. I. Jordan, M. J. Beal, and D. M. Blei, "Hierarchical Dirichlet processes," J. Amer. Stat. Assoc., vol. 101, no. 476, pp. 1566-1581, 2006.
-
(2006)
J. Amer. Stat. Assoc.
, vol.101
, Issue.476
, pp. 1566-1581
-
-
Teh, Y.W.1
Jordan, M.I.2
Beal, M.J.3
Blei, D.M.4
-
27
-
-
34548583274
-
A tutorial on spectral clustering
-
U. von Luxburg, "A tutorial on spectral clustering," Statistics and computing, vol. 17, no. 4, pp. 395-416, 2007.
-
(2007)
Statistics and Computing
, vol.17
, Issue.4
, pp. 395-416
-
-
Von Luxburg, U.1
-
28
-
-
84880106426
-
A spectral clustering approach to finding communities in graph
-
S. White and P. Smyth, "A spectral clustering approach to finding communities in graph," in Proc. SDM, 2005.
-
(2005)
Proc. SDM
-
-
White, S.1
Smyth, P.2
-
29
-
-
67049138448
-
Dirichlet process based evolutionary clustering
-
Pisa, Italy
-
T. Xu, Z. M. Zhang, P. S. Yu, and B. Long, "Dirichlet process based evolutionary clustering," in Proc. ICDM, Pisa, Italy, 2008.
-
(2008)
Proc. ICDM
-
-
Xu, T.1
Zhang, Z.M.2
Yu, P.S.3
Long, B.4
-
30
-
-
67049114684
-
Evolutionary clustering by hierarchical Dirichlet process with hidden markov state
-
Pisa, Italy
-
T. Xu, Z. M. Zhang, P. S. Yu, and B. Long, "Evolutionary clustering by hierarchical Dirichlet process with hidden markov state," in Proc. ICDM, Pisa, Italy, 2008.
-
(2008)
Proc. ICDM
-
-
Xu, T.1
Zhang, Z.M.2
Yu, P.S.3
Long, B.4
-
31
-
-
3042824043
-
A study of smoothing methods for language models applied to information retrieval
-
C. Zhai and J. D. Lafferty, "A study of smoothing methods for language models applied to information retrieval," ACM Trans. Inf. Syst., vol. 22, no. 2, pp. 179-214, 2004.
-
(2004)
ACM Trans. Inf. Syst.
, vol.22
, Issue.2
, pp. 179-214
-
-
Zhai, C.1
Lafferty, J.D.2
-
32
-
-
77956211804
-
Evolutionary hierarchical Dirichlet processes for multiple correlated time-varying corpora
-
Washington, DC, USA
-
J. Zhang, Y. Song, C. Zhang, and S. Liu, "Evolutionary hierarchical Dirichlet processes for multiple correlated time-varying corpora," in Proc. KDD, Washington, DC, USA, 2010.
-
(2010)
Proc. KDD
-
-
Zhang, J.1
Song, Y.2
Zhang, C.3
Liu, S.4
-
33
-
-
33747733321
-
Time-sensitive Dirichlet process mixture models
-
Carnegie Mellon Univ., Pittsburgh, PA, USA, Tech. Rep. CMU-CALD-05-104
-
X. Zhu, Z. Ghahramani, and J. Lafferty, "Time-sensitive Dirichlet process mixture models," School Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA, Tech. Rep. CMU-CALD-05-104, 2005.
-
(2005)
School Comput. Sci.
-
-
Zhu, X.1
Ghahramani, Z.2
Lafferty, J.3
|